diff --git a/Ausgleichungsprogramm.ipynb b/Ausgleichungsprogramm.ipynb index 93f04ec..0a8a586 100644 --- a/Ausgleichungsprogramm.ipynb +++ b/Ausgleichungsprogramm.ipynb @@ -1,14 +1,13 @@ { "cells": [ { - "cell_type": "code", - "id": "2bc687b1b4adb7bd", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:31.786023Z", - "start_time": "2026-02-05T14:00:29.848681Z" + "end_time": "2026-02-05T19:44:08.504012Z", + "start_time": "2026-02-05T19:44:08.494551Z" } }, + "cell_type": "code", "source": [ "# Zelle 1: Import von Python-Modulen und Bibliotheken\n", "\n", @@ -18,6 +17,7 @@ "from IPython.display import display\n", "import numpy as np\n", "import pandas as pd\n", + "import plotly.graph_objects as go\n", "\n", "import Berechnungen\n", "import Datenbank\n", @@ -31,24 +31,27 @@ "import Proben\n", "import Varianzkomponentenschaetzung" ], + "id": "b8c01d729d4ae46b", "outputs": [], - "execution_count": 1 + "execution_count": 40 }, { - "cell_type": "code", - "id": "4f7efd7ba6ec18f9", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:31.793259Z", - "start_time": "2026-02-05T14:00:31.788027Z" + "end_time": "2026-02-05T19:30:00.079796Z", + "start_time": "2026-02-05T19:30:00.074433Z" } }, + "cell_type": "code", "source": [ "# Zelle 2: Allgemeine Einstellungen\n", "\n", "# Auswahl der Datumsdefinition (Aktuell ist lediglich die weiche Lagerung implementiert)\n", "datumfestlegung = \"weiche Lagerung\"\n", "\n", + "# Koordinatenreferenzsystem der Ausgleichung (Vorgegeben durch GNSS-Messungen)\n", + "koordinatenreferenzsystem = \"ETRS89/DREF91 (Realisierung 2025)\"\n", + "\n", "# Übergabe der großen und kleinen Halbachse des Referenzellipsoids (aktuell GRS80)\n", "a = 6378137.0 #m\n", "b = 6356752.314 #m\n", @@ -62,18 +65,15 @@ "# Alle während jeder Iteration der Parameterschätzung erstellten Vektoren und Matrizenin einer CSV-Datei im Ordner Zwischenergebnisse speichern (Auf True setzen, wenn gewünscht)\n", "speichern_in_csv = False" ], + "id": "70289ad3eefbaa2f", "outputs": [], - "execution_count": 2 + "execution_count": 37 }, { + "metadata": {}, "cell_type": "code", - "id": "57fcd841405b7866", - "metadata": { - "ExecuteTime": { - "end_time": "2026-02-05T14:00:31.938578Z", - "start_time": "2026-02-05T14:00:31.798396Z" - } - }, + "outputs": [], + "execution_count": null, "source": [ "# Zelle 3: SQLite-Datenbank initialisieren und Klassen laden\n", "\n", @@ -88,79 +88,25 @@ "trafos = Koordinatentransformationen.Transformationen(pfad_datenbank)\n", "vks = Varianzkomponentenschaetzung.VKS(pfad_datenbank)" ], - "outputs": [], - "execution_count": 3 + "id": "c6f36b813ed241c7" }, { - "metadata": { - "ExecuteTime": { - "end_time": "2026-02-05T14:00:32.562111Z", - "start_time": "2026-02-05T14:00:32.496934Z" - } - }, + "metadata": {}, "cell_type": "code", + "outputs": [], + "execution_count": null, "source": [ "# Zelle 4: Ausgabe der bereits vorhandenen Instrumente\n", "\n", "db_zugriff.tabelle_instrumente_aus_db()" ], - "id": "2cf681b8ca7f268", - "outputs": [ - { - "data": { - "text/plain": [ - "" - ], - "text/html": [ - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
InstrumenteIDTypBezeichnung
1TachymeterTrimble S9
2AnschlusspunktelA
3NivellierTrimble DiNi 0.3
4GNSSGNSS-Rover
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instrumenteIDbeobachtungsartstabw_apriori_konstantstabw_apriori_streckenpropinstrumenteIDbeobachtungsartstabw_apriori_konstantstabw_apriori_streckenprop
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3Geometrisches_Nivellement0.0001000.3000003Geometrisches_Nivellement0.0001000.300000
\n" @@ -269,8 +215,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:40.399822Z", - "start_time": "2026-02-05T14:00:40.386179Z" + "end_time": "2026-02-05T18:30:55.989157Z", + "start_time": "2026-02-05T18:30:55.981346Z" } }, "cell_type": "code", @@ -314,8 +260,8 @@ "id": "b28afe0c64aa59d6", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:41.093891Z", - "start_time": "2026-02-05T14:00:40.992896Z" + "end_time": "2026-02-05T18:30:56.201400Z", + "start_time": "2026-02-05T18:30:56.009824Z" } }, "source": [ @@ -359,8 +305,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:41.667677Z", - "start_time": "2026-02-05T14:00:41.657349Z" + "end_time": "2026-02-05T18:30:56.239864Z", + "start_time": "2026-02-05T18:30:56.229695Z" } }, "cell_type": "code", @@ -401,8 +347,8 @@ "id": "2d8a0533726304a8", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:51.315237Z", - "start_time": "2026-02-05T14:00:42.322654Z" + "end_time": "2026-02-05T18:31:12.915697Z", + "start_time": "2026-02-05T18:30:56.268095Z" } }, "source": [ @@ -514,8 +460,8 @@ "id": "ed9be38e35cfc619", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:51.354852Z", - "start_time": "2026-02-05T14:00:51.347388Z" + "end_time": "2026-02-05T18:31:13.038069Z", + "start_time": "2026-02-05T18:31:13.033354Z" } }, "source": [ @@ -545,8 +491,8 @@ "id": "2d2156381d974d94", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:51.361580Z", - "start_time": "2026-02-05T14:00:51.354852Z" + "end_time": "2026-02-05T18:31:13.048091Z", + "start_time": "2026-02-05T18:31:13.044495Z" } }, "source": [ @@ -576,8 +522,8 @@ "id": "c2db29680c53f8c4", "metadata": { "ExecuteTime": { - "end_time": "2026-02-05T14:00:51.372347Z", - "start_time": "2026-02-05T14:00:51.364107Z" + "end_time": "2026-02-05T18:31:13.065303Z", + "start_time": "2026-02-05T18:31:13.058292Z" } }, "source": [ @@ -608,11 +554,9 @@ }, { "metadata": { - "jupyter": { - "is_executing": true - }, "ExecuteTime": { - "start_time": "2026-02-05T14:00:51.377686Z" + "end_time": "2026-02-05T18:59:05.222298Z", + "start_time": "2026-02-05T18:48:14.542244Z" } }, "cell_type": "code", @@ -627,11 +571,44 @@ "dict_koordinaten_ausgleichungsergebnis = fm.unbekanntenvektor_numerisch_to_dict_unbekanntenvektor(Jacobimatrix_symbolisch_liste_unbekannte, x)" ], "id": "7d025ca293d73188", - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Varianzkomponentenschätzung wurde durchgeführt\n", + "\n", + "============================================================\n", + "ITERATION 0\n", + " -> berechne A(x_0)\n", + " -> berechne l0(x_0)\n", + " -> max|dx_xyz| [m] = 0.7802679803003524\n", + "\n", + "============================================================\n", + "ITERATION 1\n", + " -> berechne A(x_1)\n", + " -> berechne l0(x_1)\n", + " -> max|dx_xyz| [m] = 0.008071850327906457\n", + "\n", + "============================================================\n", + "ITERATION 2\n", + " -> berechne A(x_2)\n", + " -> berechne l0(x_2)\n", + " -> max|dx_xyz| [m] = 7.461471058565314e-06\n", + "\n", + "KONVERGENZ ERREICHT (XYZ)\n" + ] + } + ], + "execution_count": 17 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:08.634837Z", + "start_time": "2026-02-05T19:13:08.566613Z" + } + }, "cell_type": "code", "source": [ "# Zelle 15: Proben\n", @@ -643,104 +620,20269 @@ "Proben.hauptprobe(A_matrix_numerisch, dx, dl_k, ausgabe_parameterschaetzung[\"v\"])" ], "id": "de8f624059005fdd", - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ATPv-Probe erfolgreich\n", + "Hauptprobe erfolgreich\n" + ] + } + ], + "execution_count": 18 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:10.800905Z", + "start_time": "2026-02-05T19:13:10.793867Z" + } + }, "cell_type": "code", "source": "# ------------------------------- Netzqualitätsmaße -------------------------------", "id": "7d53274224166103", "outputs": [], - "execution_count": null + "execution_count": 19 }, { "cell_type": "code", "id": "84075bea1f2c44d7", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:12.191832Z", + "start_time": "2026-02-05T19:13:12.181983Z" + } + }, "source": [ "# Zelle 16: Gesamtredundanz r\n", "\n", "r_gesamt = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.gesamtredundanz(A_matrix_numerisch.shape[0], A_matrix_numerisch.shape[1])" ], - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Die Gesamtredundanz des Netzes beträgt: 2998\n" + ] + } + ], + "execution_count": 20 }, { "cell_type": "code", "id": "1797726c5b3af9bf", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:14.208839Z", + "start_time": "2026-02-05T19:13:14.194252Z" + } + }, "source": [ "# Zelle 17: s0 a posteriori\n", "\n", "s0_aposteriori = Netzqualitaet_Genauigkeit.Genauigkeitsmaße.berechne_s0apost(ausgabe_parameterschaetzung[\"v\"], ausgabe_parameterschaetzung[\"P\"], r_gesamt)" ], - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "s0 a posteriori beträgt: 0.9660\n" + ] + } + ], + "execution_count": 21 }, { "cell_type": "code", "id": "a2fe23d9a19ac2f9", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:17.762934Z", + "start_time": "2026-02-05T19:13:16.407407Z" + } + }, "source": [ "# Zelle 18: Redundanzanteile ri\n", "\n", "R, ri, EVi, Redundanzanteile = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.redundanzanteile_ri(ausgabe_parameterschaetzung[\"Q_vv\"], ausgabe_parameterschaetzung[\"P\"], Jacobimatrix_symbolisch_liste_beobachtungsvektor)" ], - "outputs": [], - "execution_count": null + "outputs": [ + { 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Beobachtungr_iEV_i [%]Klassifikation
54_SD_1_10009_100060.90670990.670907nahezu vollständig redundant
55_SD_1_10009_100100.90182890.182763nahezu vollständig redundant
56_SD_1_10009_100180.91138591.138451nahezu vollständig redundant
57_SD_1_10009_100080.84828784.828705nahezu vollständig redundant
58_SD_1_10009_100060.90670990.670907nahezu vollständig redundant
59_SD_1_10009_100100.90182890.182762nahezu vollständig redundant
60_SD_1_10009_100180.91138591.138451nahezu vollständig redundant
61_SD_1_10009_100080.84828784.828705nahezu vollständig redundant
62_SD_1_10009_100060.90670990.670906nahezu vollständig redundant
63_SD_1_10009_100100.90182890.182762nahezu vollständig redundant
64_SD_1_10009_100180.91138591.138451nahezu vollständig redundant
65_SD_1_10009_100080.84828784.828705nahezu vollständig redundant
66_SD_2_10006_100090.90670990.670905nahezu vollständig redundant
67_SD_2_10006_100050.91716091.716008nahezu vollständig redundant
68_SD_2_10006_100030.93165093.164993nahezu vollständig redundant
69_SD_2_10006_100040.91669191.669109nahezu vollständig redundant
70_SD_2_10006_100100.90935390.935273nahezu vollständig redundant
71_SD_2_10006_100180.89931589.931485nahezu vollständig redundant
72_SD_2_10006_100090.90670990.670905nahezu vollständig redundant
73_SD_2_10006_100050.91716091.716008nahezu vollständig redundant
74_SD_2_10006_100030.93165093.164993nahezu vollständig redundant
75_SD_2_10006_100040.91669191.669108nahezu vollständig redundant
76_SD_2_10006_100100.90935390.935274nahezu vollständig redundant
77_SD_2_10006_100180.89931589.931485nahezu vollständig redundant
78_SD_2_10006_100090.90670990.670905nahezu vollständig redundant
79_SD_2_10006_100050.91716091.716008nahezu vollständig redundant
80_SD_2_10006_100030.93165093.164993nahezu vollständig redundant
81_SD_2_10006_100040.91669191.669109nahezu vollständig redundant
82_SD_2_10006_100100.90935390.935273nahezu vollständig redundant
83_SD_2_10006_100180.89931589.931485nahezu vollständig redundant
84_SD_3_10008_100090.84828784.828704nahezu vollständig redundant
85_SD_3_10008_100070.90208390.208343nahezu vollständig redundant
86_SD_3_10008_100050.84746784.746730nahezu vollständig redundant
87_SD_3_10008_100090.84828784.828704nahezu vollständig redundant
88_SD_3_10008_100070.90208390.208343nahezu vollständig redundant
89_SD_3_10008_100050.84746784.746730nahezu vollständig redundant
90_SD_3_10008_100090.84828784.828704nahezu vollständig redundant
91_SD_3_10008_100070.90208390.208343nahezu vollständig redundant
92_SD_3_10008_100050.84746784.746730nahezu vollständig redundant
93_SD_4_10005_100080.84746784.746731nahezu vollständig redundant
94_SD_4_10005_100030.93652593.652468nahezu vollständig redundant
95_SD_4_10005_100010.92200692.200634nahezu vollständig redundant
96_SD_4_10005_100020.93406193.406116nahezu vollständig redundant
97_SD_4_10005_100040.86549786.549699nahezu vollständig redundant
98_SD_4_10005_100060.91716091.716009nahezu vollständig redundant
99_SD_4_10005_100080.84746784.746731nahezu vollständig redundant
100_SD_4_10005_100030.93652593.652467nahezu vollständig redundant
101_SD_4_10005_100010.92200692.200634nahezu vollständig redundant
102_SD_4_10005_100020.93406193.406116nahezu vollständig redundant
103_SD_4_10005_100040.86549786.549699nahezu vollständig redundant
104_SD_4_10005_100060.91716091.716009nahezu vollständig redundant
105_SD_4_10005_100080.84746784.746731nahezu vollständig redundant
106_SD_4_10005_100030.93652593.652468nahezu vollständig redundant
107_SD_4_10005_100010.92200692.200634nahezu vollständig redundant
108_SD_4_10005_100020.93406193.406117nahezu vollständig redundant
109_SD_4_10005_100040.86549786.549699nahezu vollständig redundant
110_SD_4_10005_100060.91716091.716009nahezu vollständig redundant
111_SD_5_10004_100050.86549786.549699nahezu vollständig redundant
112_SD_5_10004_100030.91074591.074500nahezu vollständig redundant
113_SD_5_10004_100020.92145192.145077nahezu vollständig redundant
114_SD_5_10004_100060.91669191.669109nahezu vollständig redundant
115_SD_5_10004_100050.86549786.549699nahezu vollständig redundant
116_SD_5_10004_100030.91074591.074500nahezu vollständig redundant
117_SD_5_10004_100020.92145192.145078nahezu vollständig redundant
118_SD_5_10004_100060.91669191.669109nahezu vollständig redundant
119_SD_5_10004_100050.86549786.549699nahezu vollständig redundant
120_SD_5_10004_100030.91074591.074500nahezu vollständig redundant
121_SD_5_10004_100020.92145192.145077nahezu vollständig redundant
122_SD_5_10004_100060.91669191.669109nahezu vollständig redundant
123_SD_6_10003_100040.91074591.074501nahezu vollständig redundant
124_SD_6_10003_100060.93165093.164994nahezu vollständig redundant
125_SD_6_10003_100050.93652593.652468nahezu vollständig redundant
126_SD_6_10003_100070.89629389.629332nahezu vollständig redundant
127_SD_6_10003_100160.89537589.537517nahezu vollständig redundant
128_SD_6_10003_100010.91867891.867782nahezu vollständig redundant
129_SD_6_10003_100020.90423390.423289nahezu vollständig redundant
130_SD_6_10003_100040.91074591.074500nahezu vollständig redundant
131_SD_6_10003_100060.93165093.164995nahezu vollständig redundant
132_SD_6_10003_100050.93652593.652467nahezu vollständig redundant
133_SD_6_10003_100070.89629389.629332nahezu vollständig redundant
134_SD_6_10003_100160.89537589.537517nahezu vollständig redundant
135_SD_6_10003_100010.91867891.867782nahezu vollständig redundant
136_SD_6_10003_100020.90423390.423289nahezu vollständig redundant
137_SD_6_10003_100040.91074591.074501nahezu vollständig redundant
138_SD_6_10003_100060.93165093.164994nahezu vollständig redundant
139_SD_6_10003_100050.93652593.652468nahezu vollständig redundant
140_SD_6_10003_100070.89629389.629333nahezu vollständig redundant
141_SD_6_10003_100160.89537589.537517nahezu vollständig redundant
142_SD_6_10003_100010.91867891.867781nahezu vollständig redundant
143_SD_6_10003_100020.90423390.423289nahezu vollständig redundant
144_SD_7_10002_100030.90423390.423288nahezu vollständig redundant
145_SD_7_10002_100010.90459090.458957nahezu vollständig redundant
146_SD_7_10002_100040.92145192.145076nahezu vollständig redundant
147_SD_7_10002_100060.91590491.590444nahezu vollständig redundant
148_SD_7_10002_100050.93406193.406115nahezu vollständig redundant
149_SD_7_10002_100030.90423390.423288nahezu vollständig redundant
150_SD_7_10002_100010.90459090.458957nahezu vollständig redundant
151_SD_7_10002_100040.92145192.145076nahezu vollständig redundant
152_SD_7_10002_100060.91590491.590444nahezu vollständig redundant
153_SD_7_10002_100050.93406193.406114nahezu vollständig redundant
154_SD_7_10002_100030.90423390.423288nahezu vollständig redundant
155_SD_7_10002_100010.90459090.458957nahezu vollständig redundant
156_SD_7_10002_100040.92145192.145077nahezu vollständig redundant
157_SD_7_10002_100060.91590491.590443nahezu vollständig redundant
158_SD_7_10002_100050.93406193.406115nahezu vollständig redundant
159_SD_8_10001_100020.90459090.458958nahezu vollständig redundant
160_SD_8_10001_100050.92200692.200636nahezu vollständig redundant
161_SD_8_10001_100030.91867891.867782nahezu vollständig redundant
162_SD_8_10001_100110.84118384.118277nahezu vollständig redundant
163_SD_8_10001_100020.90459090.458958nahezu vollständig redundant
164_SD_8_10001_100050.92200692.200633nahezu vollständig redundant
165_SD_8_10001_100030.91867891.867781nahezu vollständig redundant
166_SD_8_10001_100110.84118384.118276nahezu vollständig redundant
167_SD_8_10001_100020.90459090.458958nahezu vollständig redundant
168_SD_8_10001_100050.92200692.200635nahezu vollständig redundant
169_SD_8_10001_100030.91867891.867781nahezu vollständig redundant
170_SD_8_10001_100110.84118384.118276nahezu vollständig redundant
171_SD_9_10010_100060.90935390.935269nahezu vollständig redundant
172_SD_9_10010_100260.92427092.427044nahezu vollständig redundant
173_SD_9_10010_100270.92818192.818063nahezu vollständig redundant
174_SD_9_10010_100180.91841291.841202nahezu vollständig redundant
175_SD_9_10010_100090.90182890.182761nahezu vollständig redundant
176_SD_9_10010_100060.90935390.935269nahezu vollständig redundant
177_SD_9_10010_100260.92427092.427044nahezu vollständig redundant
178_SD_9_10010_100270.92818192.818062nahezu vollständig redundant
179_SD_9_10010_100180.91841291.841202nahezu vollständig redundant
180_SD_9_10010_100090.90182890.182761nahezu vollständig redundant
181_SD_9_10010_100060.90935390.935270nahezu vollständig redundant
182_SD_9_10010_100260.92427092.427045nahezu vollständig redundant
183_SD_9_10010_100270.92818192.818062nahezu vollständig redundant
184_SD_9_10010_100180.91841291.841202nahezu vollständig redundant
185_SD_9_10010_100090.90182890.182761nahezu vollständig redundant
186_SD_10_10018_100100.91841291.841203nahezu vollständig redundant
187_SD_10_10018_100260.91355491.355381nahezu vollständig redundant
188_SD_10_10018_100430.91138491.138407nahezu vollständig redundant
189_SD_10_10018_100270.93395893.395755nahezu vollständig redundant
190_SD_10_10018_100090.91138591.138451nahezu vollständig redundant
191_SD_10_10018_100100.91841291.841203nahezu vollständig redundant
192_SD_10_10018_100260.91355491.355381nahezu vollständig redundant
193_SD_10_10018_100430.91138491.138408nahezu vollständig redundant
194_SD_10_10018_100270.93395893.395755nahezu vollständig redundant
195_SD_10_10018_100090.91138591.138451nahezu vollständig redundant
196_SD_10_10018_100100.91841291.841203nahezu vollständig redundant
197_SD_10_10018_100260.91355491.355381nahezu vollständig redundant
198_SD_10_10018_100430.91138491.138407nahezu vollständig redundant
199_SD_10_10018_100270.93395893.395755nahezu vollständig redundant
200_SD_10_10018_100090.91138591.138451nahezu vollständig redundant
201_SD_11_10026_100180.91355491.355379nahezu vollständig redundant
202_SD_11_10026_100100.92427092.427043nahezu vollständig redundant
203_SD_11_10026_100430.92843392.843315nahezu vollständig redundant
204_SD_11_10026_100440.91198591.198468nahezu vollständig redundant
205_SD_11_10026_100270.93253093.253012nahezu vollständig redundant
206_SD_11_10026_100210.91342291.342204nahezu vollständig redundant
207_SD_11_10026_100200.91207291.207202nahezu vollständig redundant
208_SD_11_10026_100180.91355491.355379nahezu vollständig redundant
209_SD_11_10026_100100.92427092.427043nahezu vollständig redundant
210_SD_11_10026_100430.92843392.843314nahezu vollständig redundant
211_SD_11_10026_100440.91198591.198468nahezu vollständig redundant
212_SD_11_10026_100270.93253093.253012nahezu vollständig redundant
213_SD_11_10026_100210.91342291.342204nahezu vollständig redundant
214_SD_11_10026_100200.91207291.207202nahezu vollständig redundant
215_SD_11_10026_100180.91355491.355379nahezu vollständig redundant
216_SD_11_10026_100100.92427092.427043nahezu vollständig redundant
217_SD_11_10026_100430.92843392.843315nahezu vollständig redundant
218_SD_11_10026_100440.91198591.198468nahezu vollständig redundant
219_SD_11_10026_100270.93253093.253012nahezu vollständig redundant
220_SD_11_10026_100210.91342291.342204nahezu vollständig redundant
221_SD_11_10026_100200.91207291.207202nahezu vollständig redundant
222_SD_12_10021_100260.91342291.342203nahezu vollständig redundant
223_SD_12_10021_100240.91772291.772233nahezu vollständig redundant
224_SD_12_10021_100250.92857592.857478nahezu vollständig redundant
225_SD_12_10021_100220.91706191.706085nahezu vollständig redundant
226_SD_12_10021_100230.91694591.694454nahezu vollständig redundant
227_SD_12_10021_100200.92290492.290434nahezu vollständig redundant
228_SD_12_10021_100190.91225291.225236nahezu vollständig redundant
229_SD_12_10021_100260.91342291.342203nahezu vollständig redundant
230_SD_12_10021_100240.91772291.772233nahezu vollständig redundant
231_SD_12_10021_100250.92857592.857477nahezu vollständig redundant
232_SD_12_10021_100220.91706191.706085nahezu vollständig redundant
233_SD_12_10021_100230.91694591.694454nahezu vollständig redundant
234_SD_12_10021_100200.92290492.290434nahezu vollständig redundant
235_SD_12_10021_100190.91225291.225236nahezu vollständig redundant
236_SD_12_10021_100260.91342291.342203nahezu vollständig redundant
237_SD_12_10021_100240.91772291.772233nahezu vollständig redundant
238_SD_12_10021_100250.92857592.857478nahezu vollständig redundant
239_SD_12_10021_100220.91706191.706085nahezu vollständig redundant
240_SD_12_10021_100230.91694591.694454nahezu vollständig redundant
241_SD_12_10021_100200.92290492.290434nahezu vollständig redundant
242_SD_12_10021_100190.91225291.225236nahezu vollständig redundant
243_SD_13_10020_100210.92290492.290434nahezu vollständig redundant
244_SD_13_10020_100220.91119391.119273nahezu vollständig redundant
245_SD_13_10020_100240.93151393.151285nahezu vollständig redundant
246_SD_13_10020_100250.92986192.986093nahezu vollständig redundant
247_SD_13_10020_100230.92407792.407747nahezu vollständig redundant
248_SD_13_10020_100190.91307791.307709nahezu vollständig redundant
249_SD_13_10020_100260.91207291.207201nahezu vollständig redundant
250_SD_13_10020_100210.92290492.290434nahezu vollständig redundant
251_SD_13_10020_100220.91119391.119273nahezu vollständig redundant
252_SD_13_10020_100240.93151393.151285nahezu vollständig redundant
253_SD_13_10020_100250.92986192.986093nahezu vollständig redundant
254_SD_13_10020_100230.92407792.407747nahezu vollständig redundant
255_SD_13_10020_100190.91307791.307709nahezu vollständig redundant
256_SD_13_10020_100260.91207291.207202nahezu vollständig redundant
257_SD_13_10020_100210.92290492.290434nahezu vollständig redundant
258_SD_13_10020_100220.91119391.119273nahezu vollständig redundant
259_SD_13_10020_100240.93151393.151285nahezu vollständig redundant
260_SD_13_10020_100250.92986192.986093nahezu vollständig redundant
261_SD_13_10020_100230.92407792.407747nahezu vollständig redundant
262_SD_13_10020_100190.91307791.307709nahezu vollständig redundant
263_SD_13_10020_100260.91207291.207202nahezu vollständig redundant
264_SD_14_10019_100200.91307791.307709nahezu vollständig redundant
265_SD_14_10019_100330.85034985.034914nahezu vollständig redundant
266_SD_14_10019_100170.85053885.053844nahezu vollständig redundant
267_SD_14_10019_100260.88682188.682101nahezu vollständig redundant
268_SD_14_10019_100210.91225291.225235nahezu vollständig redundant
269_SD_14_10019_100200.91307791.307709nahezu vollständig redundant
270_SD_14_10019_100330.85034985.034914nahezu vollständig redundant
271_SD_14_10019_100170.85053885.053844nahezu vollständig redundant
272_SD_14_10019_100260.88682188.682101nahezu vollständig redundant
273_SD_14_10019_100210.91225291.225235nahezu vollständig redundant
274_SD_14_10019_100200.91307791.307709nahezu vollständig redundant
275_SD_14_10019_100330.85034985.034913nahezu vollständig redundant
276_SD_14_10019_100170.85053885.053845nahezu vollständig redundant
277_SD_14_10019_100260.88682188.682102nahezu vollständig redundant
278_SD_14_10019_100210.91225291.225235nahezu vollständig redundant
279_SD_15_10027_100260.93253093.253011nahezu vollständig redundant
280_SD_15_10027_100100.92818192.818064nahezu vollständig redundant
281_SD_15_10027_100180.93395893.395758nahezu vollständig redundant
282_SD_15_10027_100430.92206292.206159nahezu vollständig redundant
283_SD_15_10027_100440.92039092.038971nahezu vollständig redundant
284_SD_15_10027_100250.85185585.185466nahezu vollständig redundant
285_SD_15_10027_100260.93253093.253011nahezu vollständig redundant
286_SD_15_10027_100100.92818192.818064nahezu vollständig redundant
287_SD_15_10027_100180.93395893.395757nahezu vollständig redundant
288_SD_15_10027_100430.92206292.206159nahezu vollständig redundant
289_SD_15_10027_100440.92039092.038971nahezu vollständig redundant
290_SD_15_10027_100250.85185585.185466nahezu vollständig redundant
291_SD_15_10027_100260.93253093.253011nahezu vollständig redundant
292_SD_15_10027_100100.92818192.818064nahezu vollständig redundant
293_SD_15_10027_100180.93395893.395757nahezu vollständig redundant
294_SD_15_10027_100430.92206292.206159nahezu vollständig redundant
295_SD_15_10027_100440.92039092.038972nahezu vollständig redundant
296_SD_15_10027_100250.85185585.185465nahezu vollständig redundant
297_SD_16_10022_100210.91706191.706085nahezu vollständig redundant
298_SD_16_10022_100240.92555992.555932nahezu vollständig redundant
299_SD_16_10022_100250.93709193.709092nahezu vollständig redundant
300_SD_16_10022_100230.90441490.441398nahezu vollständig redundant
301_SD_16_10022_100200.91119391.119273nahezu vollständig redundant
302_SD_16_10022_100210.91706191.706085nahezu vollständig redundant
303_SD_16_10022_100240.92555992.555933nahezu vollständig redundant
304_SD_16_10022_100250.93709193.709092nahezu vollständig redundant
305_SD_16_10022_100230.90441490.441398nahezu vollständig redundant
306_SD_16_10022_100200.91119391.119273nahezu vollständig redundant
307_SD_16_10022_100210.91706191.706085nahezu vollständig redundant
308_SD_16_10022_100240.92555992.555933nahezu vollständig redundant
309_SD_16_10022_100250.93709193.709092nahezu vollständig redundant
310_SD_16_10022_100230.90441490.441398nahezu vollständig redundant
311_SD_16_10022_100200.91119391.119273nahezu vollständig redundant
312_SD_17_10023_100220.90441490.441398nahezu vollständig redundant
313_SD_17_10023_100240.88605288.605205nahezu vollständig redundant
314_SD_17_10023_100250.91969891.969824nahezu vollständig redundant
315_SD_17_10023_100200.92407792.407747nahezu vollständig redundant
316_SD_17_10023_100210.91694591.694454nahezu vollständig redundant
317_SD_17_10023_100220.90441490.441398nahezu vollständig redundant
318_SD_17_10023_100240.88605288.605205nahezu vollständig redundant
319_SD_17_10023_100250.91969891.969824nahezu vollständig redundant
320_SD_17_10023_100200.92407792.407747nahezu vollständig redundant
321_SD_17_10023_100210.91694591.694454nahezu vollständig redundant
322_SD_17_10023_100220.90441490.441398nahezu vollständig redundant
323_SD_17_10023_100240.88605288.605205nahezu vollständig redundant
324_SD_17_10023_100250.91969891.969824nahezu vollständig redundant
325_SD_17_10023_100200.92407792.407747nahezu vollständig redundant
326_SD_17_10023_100210.91694591.694454nahezu vollständig redundant
327_SD_18_10024_100230.88605288.605205nahezu vollständig redundant
328_SD_18_10024_100200.93151393.151285nahezu vollständig redundant
329_SD_18_10024_100220.92555992.555933nahezu vollständig redundant
330_SD_18_10024_100210.91772291.772233nahezu vollständig redundant
331_SD_18_10024_100250.90044990.044912nahezu vollständig redundant
332_SD_18_10024_100230.88605288.605205nahezu vollständig redundant
333_SD_18_10024_100200.93151393.151285nahezu vollständig redundant
334_SD_18_10024_100220.92555992.555933nahezu vollständig redundant
335_SD_18_10024_100210.91772291.772233nahezu vollständig redundant
336_SD_18_10024_100250.90044990.044912nahezu vollständig redundant
337_SD_18_10024_100230.88605288.605205nahezu vollständig redundant
338_SD_18_10024_100200.93151393.151285nahezu vollständig redundant
339_SD_18_10024_100220.92555992.555933nahezu vollständig redundant
340_SD_18_10024_100210.91772291.772233nahezu vollständig redundant
341_SD_18_10024_100250.90044990.044912nahezu vollständig redundant
342_SD_19_10025_100240.90044990.044912nahezu vollständig redundant
343_SD_19_10025_100210.92857592.857477nahezu vollständig redundant
344_SD_19_10025_100220.93709193.709092nahezu vollständig redundant
345_SD_19_10025_100200.92986192.986093nahezu vollständig redundant
346_SD_19_10025_100230.91969891.969824nahezu vollständig redundant
347_SD_19_10025_100330.85198685.198572nahezu vollständig redundant
348_SD_19_10025_100270.85185585.185466nahezu vollständig redundant
349_SD_19_10025_100240.90044990.044912nahezu vollständig redundant
350_SD_19_10025_100210.92857592.857477nahezu vollständig redundant
351_SD_19_10025_100220.93709193.709092nahezu vollständig redundant
352_SD_19_10025_100200.92986192.986093nahezu vollständig redundant
353_SD_19_10025_100230.91969891.969824nahezu vollständig redundant
354_SD_19_10025_100330.85198685.198572nahezu vollständig redundant
355_SD_19_10025_100270.85185585.185466nahezu vollständig redundant
356_SD_19_10025_100240.90044990.044912nahezu vollständig redundant
357_SD_19_10025_100210.92857592.857477nahezu vollständig redundant
358_SD_19_10025_100220.93709193.709092nahezu vollständig redundant
359_SD_19_10025_100200.92986192.986093nahezu vollständig redundant
360_SD_19_10025_100230.91969891.969824nahezu vollständig redundant
361_SD_19_10025_100330.85198685.198572nahezu vollständig redundant
362_SD_19_10025_100270.85185585.185466nahezu vollständig redundant
363_SD_20_10043_100270.92206292.206160nahezu vollständig redundant
364_SD_20_10043_100260.92843392.843311nahezu vollständig redundant
365_SD_20_10043_100520.90393290.393213nahezu vollständig redundant
366_SD_20_10043_100440.93351493.351425nahezu vollständig redundant
367_SD_20_10043_100420.87524287.524234nahezu vollständig redundant
368_SD_20_10043_100270.92206292.206161nahezu vollständig redundant
369_SD_20_10043_100260.92843392.843311nahezu vollständig redundant
370_SD_20_10043_100520.90393290.393213nahezu vollständig redundant
371_SD_20_10043_100440.93351493.351425nahezu vollständig redundant
372_SD_20_10043_100420.87524287.524234nahezu vollständig redundant
373_SD_20_10043_100270.92206292.206161nahezu vollständig redundant
374_SD_20_10043_100260.92843392.843312nahezu vollständig redundant
375_SD_20_10043_100520.90393290.393214nahezu vollständig redundant
376_SD_20_10043_100440.93351493.351425nahezu vollständig redundant
377_SD_20_10043_100420.87524287.524234nahezu vollständig redundant
378_SD_21_10044_100270.92039092.038974nahezu vollständig redundant
379_SD_21_10044_100430.93351493.351425nahezu vollständig redundant
380_SD_21_10044_100520.91455291.455188nahezu vollständig redundant
381_SD_21_10044_100530.90513890.513768nahezu vollständig redundant
382_SD_21_10044_100370.90764790.764732nahezu vollständig redundant
383_SD_21_10044_100400.90585690.585554nahezu vollständig redundant
384_SD_21_10044_100420.88406788.406712nahezu vollständig redundant
385_SD_21_10044_100270.92039092.038974nahezu vollständig redundant
386_SD_21_10044_100430.93351493.351424nahezu vollständig redundant
387_SD_21_10044_100520.91455291.455188nahezu vollständig redundant
388_SD_21_10044_100530.90513890.513769nahezu vollständig redundant
389_SD_21_10044_100370.90764790.764731nahezu vollständig redundant
390_SD_21_10044_100400.90585690.585554nahezu vollständig redundant
391_SD_21_10044_100420.88406788.406712nahezu vollständig redundant
392_SD_21_10044_100270.92039092.038973nahezu vollständig redundant
393_SD_21_10044_100430.93351493.351425nahezu vollständig redundant
394_SD_21_10044_100520.91455291.455188nahezu vollständig redundant
395_SD_21_10044_100530.90513890.513769nahezu vollständig redundant
396_SD_21_10044_100370.90764790.764731nahezu vollständig redundant
397_SD_21_10044_100400.90585690.585554nahezu vollständig redundant
398_SD_21_10044_100420.88406788.406712nahezu vollständig redundant
399_SD_22_10042_100430.87524287.524234nahezu vollständig redundant
400_SD_22_10042_100440.88406788.406713nahezu vollständig redundant
401_SD_22_10042_100400.87811587.811545nahezu vollständig redundant
402_SD_22_10042_100410.87496087.496036nahezu vollständig redundant
403_SD_22_10042_100430.87524287.524234nahezu vollständig redundant
404_SD_22_10042_100440.88406788.406712nahezu vollständig redundant
405_SD_22_10042_100400.87811587.811545nahezu vollständig redundant
406_SD_22_10042_100410.87496087.496036nahezu vollständig redundant
407_SD_22_10042_100430.87524287.524234nahezu vollständig redundant
408_SD_22_10042_100440.88406788.406712nahezu vollständig redundant
409_SD_22_10042_100400.87811587.811545nahezu vollständig redundant
410_SD_22_10042_100410.87496087.496036nahezu vollständig redundant
411_SD_23_10041_100420.87496087.496036nahezu vollständig redundant
412_SD_23_10041_100440.85832885.832754nahezu vollständig redundant
413_SD_23_10041_100400.90027790.027748nahezu vollständig redundant
414_SD_23_10041_100380.85284685.284605nahezu vollständig redundant
415_SD_23_10041_100420.87496087.496036nahezu vollständig redundant
416_SD_23_10041_100440.85832885.832754nahezu vollständig redundant
417_SD_23_10041_100400.90027790.027748nahezu vollständig redundant
418_SD_23_10041_100380.85284685.284605nahezu vollständig redundant
419_SD_23_10041_100420.87496087.496035nahezu vollständig redundant
420_SD_23_10041_100440.85832885.832756nahezu vollständig redundant
421_SD_23_10041_100400.90027790.027748nahezu vollständig redundant
422_SD_23_10041_100380.85284685.284605nahezu vollständig redundant
423_SD_24_10037_100440.90764790.764732nahezu vollständig redundant
424_SD_24_10037_100510.86250086.249966nahezu vollständig redundant
425_SD_24_10037_100360.93679793.679692nahezu vollständig redundant
426_SD_24_10037_100350.93405993.405945nahezu vollständig redundant
427_SD_24_10037_100380.90446290.446186nahezu vollständig redundant
428_SD_24_10037_100390.90368790.368688nahezu vollständig redundant
429_SD_24_10037_100400.92333792.333652nahezu vollständig redundant
430_SD_24_10037_100440.90764790.764733nahezu vollständig redundant
431_SD_24_10037_100510.86250086.249966nahezu vollständig redundant
432_SD_24_10037_100360.93679793.679692nahezu vollständig redundant
433_SD_24_10037_100350.93405993.405945nahezu vollständig redundant
434_SD_24_10037_100380.90446290.446186nahezu vollständig redundant
435_SD_24_10037_100390.90368790.368688nahezu vollständig redundant
436_SD_24_10037_100400.92333792.333652nahezu vollständig redundant
437_SD_24_10037_100440.90764790.764733nahezu vollständig redundant
438_SD_24_10037_100510.86250086.249967nahezu vollständig redundant
439_SD_24_10037_100360.93679793.679692nahezu vollständig redundant
440_SD_24_10037_100350.93405993.405945nahezu vollständig redundant
441_SD_24_10037_100380.90446290.446186nahezu vollständig redundant
442_SD_24_10037_100390.90368790.368689nahezu vollständig redundant
443_SD_24_10037_100400.92333792.333652nahezu vollständig redundant
444_SD_25_10052_100430.90393290.393211nahezu vollständig redundant
445_SD_25_10052_100590.89518089.517971nahezu vollständig redundant
446_SD_25_10052_100530.92194592.194509nahezu vollständig redundant
447_SD_25_10052_100500.89419789.419692nahezu vollständig redundant
448_SD_25_10052_100510.87270087.269955nahezu vollständig redundant
449_SD_25_10052_100440.91455291.455187nahezu vollständig redundant
450_SD_25_10052_100430.90393290.393211nahezu vollständig redundant
451_SD_25_10052_100590.89518089.517971nahezu vollständig redundant
452_SD_25_10052_100530.92194592.194509nahezu vollständig redundant
453_SD_25_10052_100500.89419789.419692nahezu vollständig redundant
454_SD_25_10052_100510.87270087.269955nahezu vollständig redundant
455_SD_25_10052_100440.91455291.455187nahezu vollständig redundant
456_SD_25_10052_100430.90393290.393211nahezu vollständig redundant
457_SD_25_10052_100590.89518089.517971nahezu vollständig redundant
458_SD_25_10052_100530.92194592.194509nahezu vollständig redundant
459_SD_25_10052_100500.89419789.419692nahezu vollständig redundant
460_SD_25_10052_100510.87270087.269955nahezu vollständig redundant
461_SD_25_10052_100440.91455291.455188nahezu vollständig redundant
462_SD_26_10040_100370.92333792.333652nahezu vollständig redundant
463_SD_26_10040_100410.90027790.027749nahezu vollständig redundant
464_SD_26_10040_100420.87811587.811545nahezu vollständig redundant
465_SD_26_10040_100440.90585690.585554nahezu vollständig redundant
466_SD_26_10040_100370.92333792.333652nahezu vollständig redundant
467_SD_26_10040_100410.90027790.027749nahezu vollständig redundant
468_SD_26_10040_100420.87811587.811545nahezu vollständig redundant
469_SD_26_10040_100440.90585690.585554nahezu vollständig redundant
470_SD_26_10040_100370.92333792.333652nahezu vollständig redundant
471_SD_26_10040_100410.90027790.027749nahezu vollständig redundant
472_SD_26_10040_100420.87811587.811545nahezu vollständig redundant
473_SD_26_10040_100440.90585690.585554nahezu vollständig redundant
474_SD_27_10051_100370.86250086.249964nahezu vollständig redundant
475_SD_27_10051_100520.87270087.269955nahezu vollständig redundant
476_SD_27_10051_100530.89125889.125774nahezu vollständig redundant
477_SD_27_10051_100500.87486687.486569nahezu vollständig redundant
478_SD_27_10051_100370.86250086.249965nahezu vollständig redundant
479_SD_27_10051_100520.87270087.269955nahezu vollständig redundant
480_SD_27_10051_100530.89125889.125774nahezu vollständig redundant
481_SD_27_10051_100500.87486687.486569nahezu vollständig redundant
482_SD_27_10051_100370.86250086.249964nahezu vollständig redundant
483_SD_27_10051_100520.87270087.269955nahezu vollständig redundant
484_SD_27_10051_100530.89125889.125774nahezu vollständig redundant
485_SD_27_10051_100500.87486687.486569nahezu vollständig redundant
486_SD_28_10011_100010.84118384.118278nahezu vollständig redundant
487_SD_28_10011_100130.88725088.724969nahezu vollständig redundant
488_SD_28_10011_100170.88947688.947633nahezu vollständig redundant
489_SD_28_10011_100280.84093684.093612nahezu vollständig redundant
490_SD_28_10011_100010.84118384.118278nahezu vollständig redundant
491_SD_28_10011_100130.88725088.724970nahezu vollständig redundant
492_SD_28_10011_100170.88947688.947632nahezu vollständig redundant
493_SD_28_10011_100280.84093684.093610nahezu vollständig redundant
494_SD_28_10011_100010.84118384.118278nahezu vollständig redundant
495_SD_28_10011_100130.88725088.724970nahezu vollständig redundant
496_SD_28_10011_100170.88947688.947632nahezu vollständig redundant
497_SD_28_10011_100280.84093684.093612nahezu vollständig redundant
498_SD_29_10017_100110.88947688.947632nahezu vollständig redundant
499_SD_29_10017_100130.89420989.420891nahezu vollständig redundant
500_SD_29_10017_100120.89147989.147885nahezu vollständig redundant
501_SD_29_10017_100140.90398490.398450nahezu vollständig redundant
502_SD_29_10017_100070.91751991.751894nahezu vollständig redundant
503_SD_29_10017_100160.92042592.042479nahezu vollständig redundant
504_SD_29_10017_100190.85053885.053839nahezu vollständig redundant
505_SD_29_10017_100310.88915688.915582nahezu vollständig redundant
506_SD_29_10017_100110.88947688.947631nahezu vollständig redundant
507_SD_29_10017_100130.89420989.420892nahezu vollständig redundant
508_SD_29_10017_100120.89147989.147886nahezu vollständig redundant
509_SD_29_10017_100140.90398590.398450nahezu vollständig redundant
510_SD_29_10017_100070.91751991.751894nahezu vollständig redundant
511_SD_29_10017_100160.92042592.042479nahezu vollständig redundant
512_SD_29_10017_100190.85053885.053840nahezu vollständig redundant
513_SD_29_10017_100310.88915688.915582nahezu vollständig redundant
514_SD_29_10017_100110.88947688.947631nahezu vollständig redundant
515_SD_29_10017_100130.89420989.420891nahezu vollständig redundant
516_SD_29_10017_100120.89147989.147886nahezu vollständig redundant
517_SD_29_10017_100140.90398590.398450nahezu vollständig redundant
518_SD_29_10017_100070.91751991.751894nahezu vollständig redundant
519_SD_29_10017_100160.92042592.042479nahezu vollständig redundant
520_SD_29_10017_100190.85053885.053839nahezu vollständig redundant
521_SD_29_10017_100310.88915688.915582nahezu vollständig redundant
522_SD_30_10013_100170.89420989.420892nahezu vollständig redundant
523_SD_30_10013_100110.88725088.724970nahezu vollständig redundant
524_SD_30_10013_100120.84967384.967310nahezu vollständig redundant
525_SD_30_10013_100170.89420989.420892nahezu vollständig redundant
526_SD_30_10013_100110.88725088.724969nahezu vollständig redundant
527_SD_30_10013_100120.84967384.967310nahezu vollständig redundant
528_SD_30_10013_100170.89420989.420892nahezu vollständig redundant
529_SD_30_10013_100110.88725088.724971nahezu vollständig redundant
530_SD_30_10013_100120.84967384.967310nahezu vollständig redundant
531_SD_31_10007_100080.90208390.208338nahezu vollständig redundant
532_SD_31_10007_100160.92645692.645638nahezu vollständig redundant
533_SD_31_10007_100170.91751991.751893nahezu vollständig redundant
534_SD_31_10007_100150.93532493.532355nahezu vollständig redundant
535_SD_31_10007_100030.89629389.629334nahezu vollständig redundant
536_SD_31_10007_100080.90208390.208338nahezu vollständig redundant
537_SD_31_10007_100160.92645692.645638nahezu vollständig redundant
538_SD_31_10007_100170.91751991.751893nahezu vollständig redundant
539_SD_31_10007_100150.93532493.532355nahezu vollständig redundant
540_SD_31_10007_100030.89629389.629334nahezu vollständig redundant
541_SD_31_10007_100080.90208390.208338nahezu vollständig redundant
542_SD_31_10007_100160.92645692.645638nahezu vollständig redundant
543_SD_31_10007_100170.91751991.751894nahezu vollständig redundant
544_SD_31_10007_100150.93532493.532355nahezu vollständig redundant
545_SD_31_10007_100030.89629389.629334nahezu vollständig redundant
546_SD_32_10016_100070.92645692.645637nahezu vollständig redundant
547_SD_32_10016_100310.86570386.570288nahezu vollständig redundant
548_SD_32_10016_100170.92042592.042479nahezu vollständig redundant
549_SD_32_10016_100140.88477088.476961nahezu vollständig redundant
550_SD_32_10016_100120.90539390.539303nahezu vollständig redundant
551_SD_32_10016_100150.89030389.030335nahezu vollständig redundant
552_SD_32_10016_100030.89537589.537521nahezu vollständig redundant
553_SD_32_10016_100070.92645692.645637nahezu vollständig redundant
554_SD_32_10016_100310.86570386.570289nahezu vollständig redundant
555_SD_32_10016_100170.92042592.042478nahezu vollständig redundant
556_SD_32_10016_100140.88477088.476961nahezu vollständig redundant
557_SD_32_10016_100120.90539390.539303nahezu vollständig redundant
558_SD_32_10016_100150.89030389.030335nahezu vollständig redundant
559_SD_32_10016_100030.89537589.537521nahezu vollständig redundant
560_SD_32_10016_100070.92645692.645637nahezu vollständig redundant
561_SD_32_10016_100310.86570386.570289nahezu vollständig redundant
562_SD_32_10016_100170.92042592.042478nahezu vollständig redundant
563_SD_32_10016_100140.88477088.476961nahezu vollständig redundant
564_SD_32_10016_100120.90539390.539303nahezu vollständig redundant
565_SD_32_10016_100150.89030389.030335nahezu vollständig redundant
566_SD_32_10016_100030.89537589.537521nahezu vollständig redundant
567_SD_33_10015_100070.93532493.532355nahezu vollständig redundant
568_SD_33_10015_100160.89030389.030335nahezu vollständig redundant
569_SD_33_10015_100140.88046988.046928nahezu vollständig redundant
570_SD_33_10015_100120.89768089.767966nahezu vollständig redundant
571_SD_33_10015_100070.93532493.532355nahezu vollständig redundant
572_SD_33_10015_100160.89030389.030335nahezu vollständig redundant
573_SD_33_10015_100140.88046988.046929nahezu vollständig redundant
574_SD_33_10015_100120.89768089.767966nahezu vollständig redundant
575_SD_33_10015_100070.93532493.532355nahezu vollständig redundant
576_SD_33_10015_100160.89030389.030335nahezu vollständig redundant
577_SD_33_10015_100140.88046988.046929nahezu vollständig redundant
578_SD_33_10015_100120.89768089.767966nahezu vollständig redundant
579_SD_34_10014_100170.90398590.398450nahezu vollständig redundant
580_SD_34_10014_100120.89528089.527985nahezu vollständig redundant
581_SD_34_10014_100150.88046988.046929nahezu vollständig redundant
582_SD_34_10014_100160.88477088.476962nahezu vollständig redundant
583_SD_34_10014_100170.90398590.398450nahezu vollständig redundant
584_SD_34_10014_100120.89528089.527985nahezu vollständig redundant
585_SD_34_10014_100150.88046988.046929nahezu vollständig redundant
586_SD_34_10014_100160.88477088.476962nahezu vollständig redundant
587_SD_34_10014_100170.90398590.398450nahezu vollständig redundant
588_SD_34_10014_100120.89528089.527985nahezu vollständig redundant
589_SD_34_10014_100150.88046988.046929nahezu vollständig redundant
590_SD_34_10014_100160.88477088.476962nahezu vollständig redundant
591_SD_35_10012_100150.89768089.767966nahezu vollständig redundant
592_SD_35_10012_100160.90539390.539303nahezu vollständig redundant
593_SD_35_10012_100140.89528089.527985nahezu vollständig redundant
594_SD_35_10012_100170.89147989.147885nahezu vollständig redundant
595_SD_35_10012_100130.84967384.967310nahezu vollständig redundant
596_SD_35_10012_100150.89768089.767966nahezu vollständig redundant
597_SD_35_10012_100160.90539390.539304nahezu vollständig redundant
598_SD_35_10012_100140.89528089.527985nahezu vollständig redundant
599_SD_35_10012_100170.89147989.147885nahezu vollständig redundant
600_SD_35_10012_100130.84967384.967310nahezu vollständig redundant
601_SD_35_10012_100150.89768089.767966nahezu vollständig redundant
602_SD_35_10012_100160.90539390.539303nahezu vollständig redundant
603_SD_35_10012_100140.89528089.527985nahezu vollständig redundant
604_SD_35_10012_100170.89147989.147885nahezu vollständig redundant
605_SD_35_10012_100130.84967384.967310nahezu vollständig redundant
606_SD_36_10033_100190.85034985.034917nahezu vollständig redundant
607_SD_36_10033_100250.85198685.198570nahezu vollständig redundant
608_SD_36_10033_100390.88968688.968608nahezu vollständig redundant
609_SD_36_10033_100320.93513393.513341nahezu vollständig redundant
610_SD_36_10033_100310.86850386.850332nahezu vollständig redundant
611_SD_36_10033_100190.85034985.034916nahezu vollständig redundant
612_SD_36_10033_100250.85198685.198570nahezu vollständig redundant
613_SD_36_10033_100390.88968688.968608nahezu vollständig redundant
614_SD_36_10033_100320.93513393.513341nahezu vollständig redundant
615_SD_36_10033_100310.86850386.850332nahezu vollständig redundant
616_SD_36_10033_100190.85034985.034916nahezu vollständig redundant
617_SD_36_10033_100250.85198685.198570nahezu vollständig redundant
618_SD_36_10033_100390.88968688.968608nahezu vollständig redundant
619_SD_36_10033_100320.93513393.513341nahezu vollständig redundant
620_SD_36_10033_100310.86850386.850332nahezu vollständig redundant
621_SD_37_10032_100330.93513393.513341nahezu vollständig redundant
622_SD_37_10032_100390.91094391.094281nahezu vollständig redundant
623_SD_37_10032_100380.90773690.773613nahezu vollständig redundant
624_SD_37_10032_100310.86403086.403022nahezu vollständig redundant
625_SD_37_10032_100330.93513393.513341nahezu vollständig redundant
626_SD_37_10032_100390.91094391.094280nahezu vollständig redundant
627_SD_37_10032_100380.90773690.773612nahezu vollständig redundant
628_SD_37_10032_100310.86403086.403022nahezu vollständig redundant
629_SD_37_10032_100330.93513393.513341nahezu vollständig redundant
630_SD_37_10032_100390.91094391.094280nahezu vollständig redundant
631_SD_37_10032_100380.90773690.773612nahezu vollständig redundant
632_SD_37_10032_100310.86403086.403022nahezu vollständig redundant
633_SD_38_10031_100170.88915688.915584nahezu vollständig redundant
634_SD_38_10031_100330.86850386.850331nahezu vollständig redundant
635_SD_38_10031_100320.86403086.403023nahezu vollständig redundant
636_SD_38_10031_100300.85711285.711195nahezu vollständig redundant
637_SD_38_10031_100170.88915688.915583nahezu vollständig redundant
638_SD_38_10031_100330.86850386.850331nahezu vollständig redundant
639_SD_38_10031_100320.86403086.403023nahezu vollständig redundant
640_SD_38_10031_100300.85711285.711195nahezu vollständig redundant
641_SD_38_10031_100170.88915688.915584nahezu vollständig redundant
642_SD_38_10031_100330.86850386.850332nahezu vollständig redundant
643_SD_38_10031_100320.86403086.403023nahezu vollständig redundant
644_SD_38_10031_100300.85711285.711195nahezu vollständig redundant
645_SD_39_10038_100410.85284685.284607nahezu vollständig redundant
646_SD_39_10038_100370.90446290.446184nahezu vollständig redundant
647_SD_39_10038_100360.87469887.469753nahezu vollständig redundant
648_SD_39_10038_100320.90773690.773615nahezu vollständig redundant
649_SD_39_10038_100390.91331191.331075nahezu vollständig redundant
650_SD_39_10038_100410.85284685.284607nahezu vollständig redundant
651_SD_39_10038_100370.90446290.446184nahezu vollständig redundant
652_SD_39_10038_100360.87469887.469754nahezu vollständig redundant
653_SD_39_10038_100320.90773690.773615nahezu vollständig redundant
654_SD_39_10038_100390.91331191.331075nahezu vollständig redundant
655_SD_39_10038_100410.85284685.284607nahezu vollständig redundant
656_SD_39_10038_100370.90446290.446184nahezu vollständig redundant
657_SD_39_10038_100360.87469887.469753nahezu vollständig redundant
658_SD_39_10038_100320.90773690.773615nahezu vollständig redundant
659_SD_39_10038_100390.91331191.331075nahezu vollständig redundant
660_SD_40_10039_100320.91094391.094281nahezu vollständig redundant
661_SD_40_10039_100330.88968688.968608nahezu vollständig redundant
662_SD_40_10039_100370.90368790.368687nahezu vollständig redundant
663_SD_40_10039_100380.91331191.331075nahezu vollständig redundant
664_SD_40_10039_100290.85342385.342331nahezu vollständig redundant
665_SD_40_10039_100320.91094391.094281nahezu vollständig redundant
666_SD_40_10039_100330.88968688.968607nahezu vollständig redundant
667_SD_40_10039_100370.90368790.368686nahezu vollständig redundant
668_SD_40_10039_100380.91331191.331075nahezu vollständig redundant
669_SD_40_10039_100290.85342385.342331nahezu vollständig redundant
670_SD_40_10039_100320.91094391.094281nahezu vollständig redundant
671_SD_40_10039_100330.88968688.968607nahezu vollständig redundant
672_SD_40_10039_100370.90368790.368686nahezu vollständig redundant
673_SD_40_10039_100380.91331191.331075nahezu vollständig redundant
674_SD_40_10039_100290.85342385.342331nahezu vollständig redundant
675_SD_41_10035_100370.93405993.405942nahezu vollständig redundant
676_SD_41_10035_100360.91635691.635612nahezu vollständig redundant
677_SD_41_10035_100340.93199693.199595nahezu vollständig redundant
678_SD_41_10035_100300.89540089.539982nahezu vollständig redundant
679_SD_41_10035_100290.89405189.405119nahezu vollständig redundant
680_SD_41_10035_100370.93405993.405942nahezu vollständig redundant
681_SD_41_10035_100360.91635691.635612nahezu vollständig redundant
682_SD_41_10035_100340.93199693.199595nahezu vollständig redundant
683_SD_41_10035_100300.89540089.539982nahezu vollständig redundant
684_SD_41_10035_100290.89405189.405119nahezu vollständig redundant
685_SD_41_10035_100370.93405993.405942nahezu vollständig redundant
686_SD_41_10035_100360.91635691.635612nahezu vollständig redundant
687_SD_41_10035_100340.93199693.199595nahezu vollständig redundant
688_SD_41_10035_100300.89540089.539982nahezu vollständig redundant
689_SD_41_10035_100290.89405189.405118nahezu vollständig redundant
690_SD_42_10036_100380.87469887.469751nahezu vollständig redundant
691_SD_42_10036_100370.93679793.679691nahezu vollständig redundant
692_SD_42_10036_100340.92485092.485009nahezu vollständig redundant
693_SD_42_10036_100350.91635691.635612nahezu vollständig redundant
694_SD_42_10036_100380.87469887.469751nahezu vollständig redundant
695_SD_42_10036_100370.93679793.679691nahezu vollständig redundant
696_SD_42_10036_100340.92485092.485009nahezu vollständig redundant
697_SD_42_10036_100350.91635691.635612nahezu vollständig redundant
698_SD_42_10036_100380.87469887.469751nahezu vollständig redundant
699_SD_42_10036_100370.93679793.679691nahezu vollständig redundant
700_SD_42_10036_100340.92485092.485009nahezu vollständig redundant
701_SD_42_10036_100350.91635691.635612nahezu vollständig redundant
702_SD_43_10028_100110.84093684.093593nahezu vollständig redundant
703_SD_43_10028_100300.85980985.980873nahezu vollständig redundant
704_SD_43_10028_100290.85987785.987661nahezu vollständig redundant
705_SD_43_10028_100340.84122284.122217nahezu vollständig redundant
706_SD_43_10028_100110.84093684.093594nahezu vollständig redundant
707_SD_43_10028_100300.85980985.980873nahezu vollständig redundant
708_SD_43_10028_100290.85987785.987661nahezu vollständig redundant
709_SD_43_10028_100340.84122284.122218nahezu vollständig redundant
710_SD_43_10028_100110.84093684.093595nahezu vollständig redundant
711_SD_43_10028_100300.85980985.980873nahezu vollständig redundant
712_SD_43_10028_100290.85987785.987661nahezu vollständig redundant
713_SD_43_10028_100340.84122284.122217nahezu vollständig redundant
714_SD_44_10034_100280.84122284.122223nahezu vollständig redundant
715_SD_44_10034_100350.93199693.199594nahezu vollständig redundant
716_SD_44_10034_100370.91423091.423016nahezu vollständig redundant
717_SD_44_10034_100360.92485092.485009nahezu vollständig redundant
718_SD_44_10034_100450.83488783.488741nahezu vollständig redundant
719_SD_44_10034_100280.84122284.122223nahezu vollständig redundant
720_SD_44_10034_100350.93199693.199594nahezu vollständig redundant
721_SD_44_10034_100370.91423091.423016nahezu vollständig redundant
722_SD_44_10034_100360.92485092.485009nahezu vollständig redundant
723_SD_44_10034_100450.83488783.488741nahezu vollständig redundant
724_SD_44_10034_100280.84122284.122222nahezu vollständig redundant
725_SD_44_10034_100350.93199693.199594nahezu vollständig redundant
726_SD_44_10034_100370.91423091.423015nahezu vollständig redundant
727_SD_44_10034_100360.92485092.485009nahezu vollständig redundant
728_SD_44_10034_100450.83488783.488741nahezu vollständig redundant
729_SD_45_10030_100280.85980985.980873nahezu vollständig redundant
730_SD_45_10030_100310.85711285.711195nahezu vollständig redundant
731_SD_45_10030_100290.89333289.333245nahezu vollständig redundant
732_SD_45_10030_100350.89540089.539981nahezu vollständig redundant
733_SD_45_10030_100280.85980985.980873nahezu vollständig redundant
734_SD_45_10030_100310.85711285.711195nahezu vollständig redundant
735_SD_45_10030_100290.89333289.333245nahezu vollständig redundant
736_SD_45_10030_100350.89540089.539981nahezu vollständig redundant
737_SD_45_10030_100280.85980985.980873nahezu vollständig redundant
738_SD_45_10030_100310.85711285.711195nahezu vollständig redundant
739_SD_45_10030_100290.89333289.333245nahezu vollständig redundant
740_SD_45_10030_100350.89540089.539981nahezu vollständig redundant
741_SD_46_10029_100300.89333289.333245nahezu vollständig redundant
742_SD_46_10029_100390.85342385.342332nahezu vollständig redundant
743_SD_46_10029_100350.89405189.405119nahezu vollständig redundant
744_SD_46_10029_100280.85987785.987662nahezu vollständig redundant
745_SD_46_10029_100300.89333289.333245nahezu vollständig redundant
746_SD_46_10029_100390.85342385.342331nahezu vollständig redundant
747_SD_46_10029_100350.89405189.405119nahezu vollständig redundant
748_SD_46_10029_100280.85987785.987662nahezu vollständig redundant
749_SD_46_10029_100300.89333289.333245nahezu vollständig redundant
750_SD_46_10029_100390.85342385.342332nahezu vollständig redundant
751_SD_46_10029_100350.89405189.405119nahezu vollständig redundant
752_SD_46_10029_100280.85987785.987662nahezu vollständig redundant
753_SD_47_10053_100440.90513890.513777nahezu vollständig redundant
754_SD_47_10053_100520.92194592.194510nahezu vollständig redundant
755_SD_47_10053_100590.89910989.910856nahezu vollständig redundant
756_SD_47_10053_100490.89842589.842493nahezu vollständig redundant
757_SD_47_10053_100500.90252190.252105nahezu vollständig redundant
758_SD_47_10053_100510.89125889.125776nahezu vollständig redundant
759_SD_47_10053_100440.90513890.513776nahezu vollständig redundant
760_SD_47_10053_100520.92194592.194510nahezu vollständig redundant
761_SD_47_10053_100590.89910989.910855nahezu vollständig redundant
762_SD_47_10053_100490.89842589.842493nahezu vollständig redundant
763_SD_47_10053_100500.90252190.252105nahezu vollständig redundant
764_SD_47_10053_100510.89125889.125776nahezu vollständig redundant
765_SD_47_10053_100440.90513890.513776nahezu vollständig redundant
766_SD_47_10053_100520.92194592.194510nahezu vollständig redundant
767_SD_47_10053_100590.89910989.910855nahezu vollständig redundant
768_SD_47_10053_100490.89842589.842493nahezu vollständig redundant
769_SD_47_10053_100500.90252190.252105nahezu vollständig redundant
770_SD_47_10053_100510.89125889.125776nahezu vollständig redundant
771_SD_48_10049_100500.90399890.399829nahezu vollständig redundant
772_SD_48_10049_100530.89842589.842493nahezu vollständig redundant
773_SD_48_10049_100470.92675092.675048nahezu vollständig redundant
774_SD_48_10049_100460.91794491.794359nahezu vollständig redundant
775_SD_48_10049_100480.92922992.922889nahezu vollständig redundant
776_SD_48_10049_100500.90399890.399829nahezu vollständig redundant
777_SD_48_10049_100530.89842589.842493nahezu vollständig redundant
778_SD_48_10049_100470.92675092.675048nahezu vollständig redundant
779_SD_48_10049_100460.91794491.794359nahezu vollständig redundant
780_SD_48_10049_100480.92922992.922889nahezu vollständig redundant
781_SD_48_10049_100500.90399890.399829nahezu vollständig redundant
782_SD_48_10049_100530.89842589.842493nahezu vollständig redundant
783_SD_48_10049_100470.92675092.675048nahezu vollständig redundant
784_SD_48_10049_100460.91794491.794359nahezu vollständig redundant
785_SD_48_10049_100480.92922992.922889nahezu vollständig redundant
786_SD_49_10050_100510.87486687.486568nahezu vollständig redundant
787_SD_49_10050_100520.89419789.419689nahezu vollständig redundant
788_SD_49_10050_100530.90252190.252104nahezu vollständig redundant
789_SD_49_10050_100490.90399890.399828nahezu vollständig redundant
790_SD_49_10050_100480.90095390.095286nahezu vollständig redundant
791_SD_49_10050_100510.87486687.486568nahezu vollständig redundant
792_SD_49_10050_100520.89419789.419690nahezu vollständig redundant
793_SD_49_10050_100530.90252190.252104nahezu vollständig redundant
794_SD_49_10050_100490.90399890.399828nahezu vollständig redundant
795_SD_49_10050_100480.90095390.095286nahezu vollständig redundant
796_SD_49_10050_100510.87486687.486568nahezu vollständig redundant
797_SD_49_10050_100520.89419789.419690nahezu vollständig redundant
798_SD_49_10050_100530.90252190.252104nahezu vollständig redundant
799_SD_49_10050_100490.90399890.399828nahezu vollständig redundant
800_SD_49_10050_100480.90095390.095286nahezu vollständig redundant
801_SD_50_10048_100500.90095390.095287nahezu vollständig redundant
802_SD_50_10048_100490.92922992.922889nahezu vollständig redundant
803_SD_50_10048_100570.84928284.928167nahezu vollständig redundant
804_SD_50_10048_100470.94596094.595986nahezu vollständig redundant
805_SD_50_10048_100460.95039995.039910nahezu vollständig redundant
806_SD_50_10048_100500.90095390.095287nahezu vollständig redundant
807_SD_50_10048_100490.92922992.922889nahezu vollständig redundant
808_SD_50_10048_100570.84928284.928167nahezu vollständig redundant
809_SD_50_10048_100470.94596094.595986nahezu vollständig redundant
810_SD_50_10048_100460.95039995.039910nahezu vollständig redundant
811_SD_50_10048_100500.90095390.095287nahezu vollständig redundant
812_SD_50_10048_100490.92922992.922889nahezu vollständig redundant
813_SD_50_10048_100570.84928284.928168nahezu vollständig redundant
814_SD_50_10048_100470.94596094.595986nahezu vollständig redundant
815_SD_50_10048_100460.95039995.039910nahezu vollständig redundant
816_SD_51_10047_100480.94596094.595985nahezu vollständig redundant
817_SD_51_10047_100490.92675092.675049nahezu vollständig redundant
818_SD_51_10047_100450.90097290.097215nahezu vollständig redundant
819_SD_51_10047_100460.93177993.177892nahezu vollständig redundant
820_SD_51_10047_100480.94596094.595985nahezu vollständig redundant
821_SD_51_10047_100490.92675092.675049nahezu vollständig redundant
822_SD_51_10047_100450.90097290.097215nahezu vollständig redundant
823_SD_51_10047_100460.93177993.177892nahezu vollständig redundant
824_SD_51_10047_100480.94596094.595985nahezu vollständig redundant
825_SD_51_10047_100490.92675092.675048nahezu vollständig redundant
826_SD_51_10047_100450.90097290.097215nahezu vollständig redundant
827_SD_51_10047_100460.93177993.177892nahezu vollständig redundant
828_SD_52_10046_100480.95039995.039910nahezu vollständig redundant
829_SD_52_10046_100470.93177993.177892nahezu vollständig redundant
830_SD_52_10046_100550.85033485.033377nahezu vollständig redundant
831_SD_52_10046_100450.89967189.967101nahezu vollständig redundant
832_SD_52_10046_100480.95039995.039910nahezu vollständig redundant
833_SD_52_10046_100470.93177993.177892nahezu vollständig redundant
834_SD_52_10046_100550.85033485.033377nahezu vollständig redundant
835_SD_52_10046_100450.89967189.967101nahezu vollständig redundant
836_SD_52_10046_100480.95039995.039910nahezu vollständig redundant
837_SD_52_10046_100470.93177993.177892nahezu vollständig redundant
838_SD_52_10046_100550.85033485.033378nahezu vollständig redundant
839_SD_52_10046_100450.89967189.967101nahezu vollständig redundant
840_SD_53_10045_100340.83488783.488748nahezu vollständig redundant
841_SD_53_10045_100460.89967189.967101nahezu vollständig redundant
842_SD_53_10045_100470.90097290.097216nahezu vollständig redundant
843_SD_53_10045_100540.83946183.946064nahezu vollständig redundant
844_SD_53_10045_100340.83488783.488747nahezu vollständig redundant
845_SD_53_10045_100460.89967189.967102nahezu vollständig redundant
846_SD_53_10045_100470.90097290.097216nahezu vollständig redundant
847_SD_53_10045_100540.83946183.946063nahezu vollständig redundant
848_SD_53_10045_100340.83488783.488748nahezu vollständig redundant
849_SD_53_10045_100460.89967189.967101nahezu vollständig redundant
850_SD_53_10045_100470.90097290.097215nahezu vollständig redundant
851_SD_53_10045_100540.83946183.946063nahezu vollständig redundant
852_SD_54_10059_100530.89910989.910856nahezu vollständig redundant
853_SD_54_10059_100520.89518089.517976nahezu vollständig redundant
854_SD_54_10059_100580.88410988.410910nahezu vollständig redundant
855_SD_54_10059_100560.89065289.065230nahezu vollständig redundant
856_SD_54_10059_100570.89853289.853235nahezu vollständig redundant
857_SD_54_10059_100530.89910989.910856nahezu vollständig redundant
858_SD_54_10059_100520.89518089.517977nahezu vollständig redundant
859_SD_54_10059_100580.88410988.410910nahezu vollständig redundant
860_SD_54_10059_100560.89065289.065228nahezu vollständig redundant
861_SD_54_10059_100570.89853289.853234nahezu vollständig redundant
862_SD_54_10059_100530.89910989.910856nahezu vollständig redundant
863_SD_54_10059_100520.89518089.517978nahezu vollständig redundant
864_SD_54_10059_100580.88410988.410910nahezu vollständig redundant
865_SD_54_10059_100560.89065289.065229nahezu vollständig redundant
866_SD_54_10059_100570.89853289.853234nahezu vollständig redundant
867_SD_55_10058_100590.88410988.410912nahezu vollständig redundant
868_SD_55_10058_100560.92109892.109775nahezu vollständig redundant
869_SD_55_10058_100550.92020092.019963nahezu vollständig redundant
870_SD_55_10058_100570.89719489.719446nahezu vollständig redundant
871_SD_55_10058_100590.88410988.410911nahezu vollständig redundant
872_SD_55_10058_100560.92109892.109775nahezu vollständig redundant
873_SD_55_10058_100550.92020092.019963nahezu vollständig redundant
874_SD_55_10058_100570.89719489.719446nahezu vollständig redundant
875_SD_55_10058_100590.88410988.410912nahezu vollständig redundant
876_SD_55_10058_100560.92109892.109774nahezu vollständig redundant
877_SD_55_10058_100550.92020092.019964nahezu vollständig redundant
878_SD_55_10058_100570.89719489.719446nahezu vollständig redundant
879_SD_56_10057_100590.89853289.853233nahezu vollständig redundant
880_SD_56_10057_100580.89719489.719445nahezu vollständig redundant
881_SD_56_10057_100560.89315189.315115nahezu vollständig redundant
882_SD_56_10057_100550.91186991.186900nahezu vollständig redundant
883_SD_56_10057_100480.84928284.928166nahezu vollständig redundant
884_SD_56_10057_100590.89853289.853232nahezu vollständig redundant
885_SD_56_10057_100580.89719489.719444nahezu vollständig redundant
886_SD_56_10057_100560.89315189.315115nahezu vollständig redundant
887_SD_56_10057_100550.91186991.186900nahezu vollständig redundant
888_SD_56_10057_100480.84928284.928165nahezu vollständig redundant
889_SD_56_10057_100590.89853289.853234nahezu vollständig redundant
890_SD_56_10057_100580.89719489.719444nahezu vollständig redundant
891_SD_56_10057_100560.89315189.315115nahezu vollständig redundant
892_SD_56_10057_100550.91186991.186900nahezu vollständig redundant
893_SD_56_10057_100480.84928284.928165nahezu vollständig redundant
894_SD_57_10055_100570.91186991.186901nahezu vollständig redundant
895_SD_57_10055_100580.92020092.019963nahezu vollständig redundant
896_SD_57_10055_100560.93189993.189931nahezu vollständig redundant
897_SD_57_10055_100540.92826992.826853nahezu vollständig redundant
898_SD_57_10055_100460.85033485.033379nahezu vollständig redundant
899_SD_57_10055_100570.91186991.186901nahezu vollständig redundant
900_SD_57_10055_100580.92020092.019962nahezu vollständig redundant
901_SD_57_10055_100560.93189993.189931nahezu vollständig redundant
902_SD_57_10055_100540.92826992.826853nahezu vollständig redundant
903_SD_57_10055_100460.85033485.033378nahezu vollständig redundant
904_SD_57_10055_100570.91186991.186901nahezu vollständig redundant
905_SD_57_10055_100580.92020092.019963nahezu vollständig redundant
906_SD_57_10055_100560.93189993.189931nahezu vollständig redundant
907_SD_57_10055_100540.92826992.826853nahezu vollständig redundant
908_SD_57_10055_100460.85033485.033378nahezu vollständig redundant
909_SD_58_10056_100580.92109892.109772nahezu vollständig redundant
910_SD_58_10056_100570.89315189.315113nahezu vollständig redundant
911_SD_58_10056_100540.90191290.191228nahezu vollständig redundant
912_SD_58_10056_100550.93189993.189931nahezu vollständig redundant
913_SD_58_10056_100580.92109892.109772nahezu vollständig redundant
914_SD_58_10056_100570.89315189.315114nahezu vollständig redundant
915_SD_58_10056_100540.90191290.191228nahezu vollständig redundant
916_SD_58_10056_100550.93189993.189931nahezu vollständig redundant
917_SD_58_10056_100580.92109892.109771nahezu vollständig redundant
918_SD_58_10056_100570.89315189.315114nahezu vollständig redundant
919_SD_58_10056_100540.90191290.191228nahezu vollständig redundant
920_SD_58_10056_100550.93189993.189931nahezu vollständig redundant
921_SD_59_10054_100450.83946183.946066nahezu vollständig redundant
922_SD_59_10054_100550.92826992.826853nahezu vollständig redundant
923_SD_59_10054_100560.90191290.191230nahezu vollständig redundant
924_SD_59_10054_100450.83946183.946066nahezu vollständig redundant
925_SD_59_10054_100550.92826992.826853nahezu vollständig redundant
926_SD_59_10054_100560.90191290.191230nahezu vollständig redundant
927_SD_59_10054_100450.83946183.946066nahezu vollständig redundant
928_SD_59_10054_100550.92826992.826853nahezu vollständig redundant
929_SD_59_10054_100560.90191290.191231nahezu vollständig redundant
930_SD_60_10047_100480.94596094.595986nahezu vollständig redundant
931_SD_60_10047_8120.85949185.949124nahezu vollständig redundant
932_SD_60_10047_8160.68521168.521109gut kontrollierbar
933_SD_60_10047_FH30.79816279.816192nahezu vollständig redundant
934_SD_60_10047_100480.94596094.595986nahezu vollständig redundant
935_SD_60_10047_8120.85949185.949124nahezu vollständig redundant
936_SD_60_10047_8160.68521168.521109gut kontrollierbar
937_SD_60_10047_FH30.79816279.816192nahezu vollständig redundant
938_SD_60_10047_100480.94596094.595986nahezu vollständig redundant
939_SD_60_10047_8120.85949185.949124nahezu vollständig redundant
940_SD_60_10047_8160.68521168.521109gut kontrollierbar
941_SD_60_10047_FH30.79816279.816191nahezu vollständig redundant
942_SD_61_10046_100480.95039995.039912nahezu vollständig redundant
943_SD_61_10046_FH30.79000879.000821nahezu vollständig redundant
944_SD_61_10046_8120.83597983.597943nahezu vollständig redundant
945_SD_61_10046_100480.95039995.039912nahezu vollständig redundant
946_SD_61_10046_FH30.79000879.000822nahezu vollständig redundant
947_SD_61_10046_8120.83597983.597943nahezu vollständig redundant
948_SD_61_10046_100480.95039995.039912nahezu vollständig redundant
949_SD_61_10046_FH30.79000879.000822nahezu vollständig redundant
950_SD_61_10046_8120.83597983.597943nahezu vollständig redundant
951_SD_62_10048_100460.95039995.039912nahezu vollständig redundant
952_SD_62_10048_8120.83377683.377641nahezu vollständig redundant
953_SD_62_10048_8160.68181768.181718gut kontrollierbar
955_SD_62_10048_100460.95039995.039912nahezu vollständig redundant
956_SD_62_10048_8120.83377683.377641nahezu vollständig redundant
957_SD_62_10048_8160.68181768.181718gut kontrollierbar
959_SD_62_10048_100460.95039995.039913nahezu vollständig redundant
960_SD_62_10048_8120.83377683.377641nahezu vollständig redundant
961_SD_62_10048_8160.68181768.181718gut kontrollierbar
963_SD_63_10056_100550.93189993.189930nahezu vollständig redundant
964_SD_63_10056_6660.79007379.007287nahezu vollständig redundant
965_SD_63_10056_100550.93189993.189930nahezu vollständig redundant
966_SD_63_10056_6660.79007379.007286nahezu vollständig redundant
967_SD_63_10056_100550.93189993.189930nahezu vollständig redundant
968_SD_63_10056_6660.79007379.007287nahezu vollständig redundant
969_SD_64_10055_100560.93189993.189931nahezu vollständig redundant
970_SD_64_10055_6660.86454286.454153nahezu vollständig redundant
971_SD_64_10055_100560.93189993.189931nahezu vollständig redundant
972_SD_64_10055_6660.86454286.454153nahezu vollständig redundant
973_SD_64_10055_100560.93189993.189931nahezu vollständig redundant
974_SD_64_10055_6660.86454286.454153nahezu vollständig redundant
975_SD_65_10054_100550.92826992.826853nahezu vollständig redundant
976_SD_65_10054_6660.78066878.066784nahezu vollständig redundant
977_SD_65_10054_100550.92826992.826854nahezu vollständig redundant
978_SD_65_10054_6660.78066878.066784nahezu vollständig redundant
979_SD_65_10054_100550.92826992.826853nahezu vollständig redundant
980_SD_65_10054_6660.78066878.066784nahezu vollständig redundant
981_SD_66_10035_100370.93405993.405942nahezu vollständig redundant
982_SD_66_10035_FH110.71604171.604124nahezu vollständig redundant
983_SD_66_10035_FH140.71951171.951108nahezu vollständig redundant
984_SD_66_10035_100370.93405993.405942nahezu vollständig redundant
985_SD_66_10035_FH110.71604171.604124nahezu vollständig redundant
986_SD_66_10035_FH140.71951171.951108nahezu vollständig redundant
987_SD_66_10035_100370.93405993.405942nahezu vollständig redundant
988_SD_66_10035_FH110.71604171.604124nahezu vollständig redundant
989_SD_66_10035_FH140.71951171.951108nahezu vollständig redundant
990_SD_67_10036_100370.93679793.679692nahezu vollständig redundant
991_SD_67_10036_FH110.81498981.498931nahezu vollständig redundant
992_SD_67_10036_FH140.83482783.482725nahezu vollständig redundant
993_SD_67_10036_100370.93679793.679692nahezu vollständig redundant
994_SD_67_10036_FH110.81498981.498931nahezu vollständig redundant
995_SD_67_10036_FH140.83482783.482727nahezu vollständig redundant
996_SD_67_10036_100370.93679793.679692nahezu vollständig redundant
997_SD_67_10036_FH110.81498981.498931nahezu vollständig redundant
998_SD_67_10036_FH140.83482783.482726nahezu vollständig redundant
999_SD_68_10034_100350.93199693.199595nahezu vollständig redundant
1000_SD_68_10034_FH140.79073479.073423nahezu vollständig redundant
1001_SD_68_10034_100350.93199693.199596nahezu vollständig redundant
1002_SD_68_10034_FH140.79073479.073423nahezu vollständig redundant
1003_SD_68_10034_100350.93199693.199595nahezu vollständig redundant
1004_SD_68_10034_FH140.79073479.073423nahezu vollständig redundant
1005_SD_69_10037_100400.92333792.333653nahezu vollständig redundant
1006_SD_69_10037_FH40.68089068.089034gut kontrollierbar
1007_SD_69_10037_FH110.84031084.031024nahezu vollständig redundant
1008_SD_69_10037_100400.92333792.333653nahezu vollständig redundant
1009_SD_69_10037_FH40.68089068.089034gut kontrollierbar
1010_SD_69_10037_FH110.84031084.031025nahezu vollständig redundant
1011_SD_69_10037_100400.92333792.333653nahezu vollständig redundant
1012_SD_69_10037_FH40.68089068.089034gut kontrollierbar
1013_SD_69_10037_FH110.84031084.031025nahezu vollständig redundant
1014_SD_70_10041_100400.90027790.027749nahezu vollständig redundant
1015_SD_70_10041_FH40.68946968.946916gut kontrollierbar
1016_SD_70_10041_100400.90027790.027749nahezu vollständig redundant
1017_SD_70_10041_FH40.68946968.946914gut kontrollierbar
1018_SD_70_10041_100400.90027790.027749nahezu vollständig redundant
1019_SD_70_10041_FH40.68946968.946915gut kontrollierbar
1020_SD_71_10007_100150.93532493.532356nahezu vollständig redundant
1021_SD_71_10007_FH130.78903778.903681nahezu vollständig redundant
1022_SD_71_10007_100150.93532493.532355nahezu vollständig redundant
1023_SD_71_10007_FH130.78903778.903681nahezu vollständig redundant
1024_SD_71_10007_100150.93532493.532356nahezu vollständig redundant
1025_SD_71_10007_FH130.78903778.903681nahezu vollständig redundant
1026_SD_72_10015_100070.93532493.532356nahezu vollständig redundant
1027_SD_72_10015_FH130.80513580.513544nahezu vollständig redundant
1028_SD_72_10015_100070.93532493.532356nahezu vollständig redundant
1029_SD_72_10015_FH130.80513580.513544nahezu vollständig redundant
1030_SD_72_10015_100070.93532493.532356nahezu vollständig redundant
1031_SD_72_10015_FH130.80513580.513543nahezu vollständig redundant
1032_SD_73_10008_100070.90208390.208343nahezu vollständig redundant
1033_SD_73_10008_FH130.72642972.642950nahezu vollständig redundant
1034_SD_73_10008_100070.90208390.208344nahezu vollständig redundant
1035_SD_73_10008_FH130.72642972.642949nahezu vollständig redundant
1036_SD_73_10008_100070.90208390.208343nahezu vollständig redundant
1037_SD_73_10008_FH130.72642972.642949nahezu vollständig redundant
1038_SD_74_10033_100320.93513393.513340nahezu vollständig redundant
1039_SD_74_10033_FH150.76184176.184136nahezu vollständig redundant
1040_SD_74_10033_100320.93513393.513340nahezu vollständig redundant
1041_SD_74_10033_FH150.76184176.184136nahezu vollständig redundant
1042_SD_74_10033_100320.93513393.513340nahezu vollständig redundant
1043_SD_74_10033_FH150.76184176.184136nahezu vollständig redundant
1044_SD_75_10032_100330.93513393.513340nahezu vollständig redundant
1045_SD_75_10032_FH150.76505376.505296nahezu vollständig redundant
1046_SD_75_10032_100330.93513393.513340nahezu vollständig redundant
1047_SD_75_10032_FH150.76505376.505295nahezu vollständig redundant
1048_SD_75_10032_100330.93513393.513340nahezu vollständig redundant
1049_SD_75_10032_FH150.76505376.505296nahezu vollständig redundant
54_R_1_10009_100060.88832988.832947nahezu vollständig redundant
55_R_1_10009_100100.92374192.374083nahezu vollständig redundant
56_R_1_10009_100180.79539079.539029nahezu vollständig redundant
57_R_1_10009_100080.93222493.222374nahezu vollständig redundant
58_R_1_10009_100060.88832788.832744nahezu vollständig redundant
59_R_1_10009_100100.92374392.374263nahezu vollständig redundant
60_R_1_10009_100180.79539179.539098nahezu vollständig redundant
61_R_1_10009_100080.93222493.222404nahezu vollständig redundant
62_R_1_10009_100060.88833288.833150nahezu vollständig redundant
63_R_1_10009_100100.92374392.374287nahezu vollständig redundant
64_R_1_10009_100180.79539079.538995nahezu vollständig redundant
65_R_1_10009_100080.93222693.222557nahezu vollständig redundant
66_R_2_10006_100090.95889595.889544nahezu vollständig redundant
67_R_2_10006_100050.95719995.719892nahezu vollständig redundant
68_R_2_10006_100030.85041585.041494nahezu vollständig redundant
69_R_2_10006_100040.94353194.353063nahezu vollständig redundant
70_R_2_10006_100100.92061592.061536nahezu vollständig redundant
71_R_2_10006_100180.86850486.850447nahezu vollständig redundant
72_R_2_10006_100090.95889695.889571nahezu vollständig redundant
73_R_2_10006_100050.95720095.719981nahezu vollständig redundant
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75_R_2_10006_100040.94353294.353245nahezu vollständig redundant
76_R_2_10006_100100.92061592.061511nahezu vollständig redundant
77_R_2_10006_100180.86850586.850515nahezu vollständig redundant
78_R_2_10006_100090.95889695.889559nahezu vollständig redundant
79_R_2_10006_100050.95719995.719903nahezu vollständig redundant
80_R_2_10006_100030.85041685.041577nahezu vollständig redundant
81_R_2_10006_100040.94353194.353114nahezu vollständig redundant
82_R_2_10006_100100.92061592.061536nahezu vollständig redundant
83_R_2_10006_100180.86850586.850515nahezu vollständig redundant
84_R_3_10008_100090.91723191.723076nahezu vollständig redundant
85_R_3_10008_100070.73996673.996566nahezu vollständig redundant
86_R_3_10008_100050.92260892.260781nahezu vollständig redundant
87_R_3_10008_100090.91723291.723155nahezu vollständig redundant
88_R_3_10008_100070.73996573.996483nahezu vollständig redundant
89_R_3_10008_100050.92260792.260705nahezu vollständig redundant
90_R_3_10008_100090.91722991.722894nahezu vollständig redundant
91_R_3_10008_100070.73996473.996399nahezu vollständig redundant
92_R_3_10008_100050.92260792.260750nahezu vollständig redundant
93_R_4_10005_100080.95560795.560655nahezu vollständig redundant
94_R_4_10005_100030.94473194.473067nahezu vollständig redundant
95_R_4_10005_100010.80784380.784314nahezu vollständig redundant
96_R_4_10005_100020.89191489.191441nahezu vollständig redundant
97_R_4_10005_100040.98394898.394821nahezu vollständig redundant
98_R_4_10005_100060.93832493.832424nahezu vollständig redundant
99_R_4_10005_100080.95560795.560671nahezu vollständig redundant
100_R_4_10005_100030.94473194.473103nahezu vollständig redundant
101_R_4_10005_100010.80784380.784349nahezu vollständig redundant
102_R_4_10005_100020.89191589.191463nahezu vollständig redundant
103_R_4_10005_100040.98394898.394761nahezu vollständig redundant
104_R_4_10005_100060.93832593.832472nahezu vollständig redundant
105_R_4_10005_100080.95560695.560556nahezu vollständig redundant
106_R_4_10005_100030.94473194.473058nahezu vollständig redundant
107_R_4_10005_100010.80784480.784374nahezu vollständig redundant
108_R_4_10005_100020.89191389.191322nahezu vollständig redundant
109_R_4_10005_100040.98394898.394825nahezu vollständig redundant
110_R_4_10005_100060.93832493.832440nahezu vollständig redundant
111_R_5_10004_100050.97769697.769630nahezu vollständig redundant
112_R_5_10004_100030.90345390.345329nahezu vollständig redundant
113_R_5_10004_100020.80160780.160659nahezu vollständig redundant
114_R_5_10004_100060.88336688.336647nahezu vollständig redundant
115_R_5_10004_100050.97769697.769639nahezu vollständig redundant
116_R_5_10004_100030.90345390.345257nahezu vollständig redundant
117_R_5_10004_100020.80160680.160625nahezu vollständig redundant
118_R_5_10004_100060.88336688.336598nahezu vollständig redundant
119_R_5_10004_100050.97769697.769639nahezu vollständig redundant
120_R_5_10004_100030.90345390.345257nahezu vollständig redundant
121_R_5_10004_100020.80160780.160659nahezu vollständig redundant
122_R_5_10004_100060.88336688.336647nahezu vollständig redundant
123_R_6_10003_100040.94283694.283595nahezu vollständig redundant
124_R_6_10003_100060.86490786.490742nahezu vollständig redundant
125_R_6_10003_100050.93344193.344089nahezu vollständig redundant
126_R_6_10003_100070.96076796.076666nahezu vollständig redundant
127_R_6_10003_100160.92268492.268394nahezu vollständig redundant
128_R_6_10003_100010.88375388.375333nahezu vollständig redundant
129_R_6_10003_100020.94693194.693061nahezu vollständig redundant
130_R_6_10003_100040.94283794.283681nahezu vollständig redundant
131_R_6_10003_100060.86490686.490603nahezu vollständig redundant
132_R_6_10003_100050.93344193.344131nahezu vollständig redundant
133_R_6_10003_100070.96076796.076662nahezu vollständig redundant
134_R_6_10003_100160.92268492.268448nahezu vollständig redundant
135_R_6_10003_100010.88375288.375248nahezu vollständig redundant
136_R_6_10003_100020.94693094.692997nahezu vollständig redundant
137_R_6_10003_100040.94283694.283628nahezu vollständig redundant
138_R_6_10003_100060.86490786.490704nahezu vollständig redundant
139_R_6_10003_100050.93344093.344036nahezu vollständig redundant
140_R_6_10003_100070.96076696.076568nahezu vollständig redundant
141_R_6_10003_100160.92268492.268434nahezu vollständig redundant
142_R_6_10003_100010.88375488.375408nahezu vollständig redundant
143_R_6_10003_100020.94693094.693013nahezu vollständig redundant
144_R_7_10002_100030.96493796.493715nahezu vollständig redundant
145_R_7_10002_100010.89593589.593454nahezu vollständig redundant
146_R_7_10002_100040.91876991.876922nahezu vollständig redundant
147_R_7_10002_100060.83594483.594381nahezu vollständig redundant
148_R_7_10002_100050.90679490.679428nahezu vollständig redundant
149_R_7_10002_100030.96493896.493760nahezu vollständig redundant
150_R_7_10002_100010.89593489.593388nahezu vollständig redundant
151_R_7_10002_100040.91876991.876931nahezu vollständig redundant
152_R_7_10002_100060.83594483.594406nahezu vollständig redundant
153_R_7_10002_100050.90679590.679472nahezu vollständig redundant
154_R_7_10002_100030.96493796.493726nahezu vollständig redundant
155_R_7_10002_100010.89593589.593454nahezu vollständig redundant
156_R_7_10002_100040.91876891.876846nahezu vollständig redundant
157_R_7_10002_100060.83594583.594495nahezu vollständig redundant
158_R_7_10002_100050.90679490.679431nahezu vollständig redundant
159_R_8_10001_100020.93978193.978149nahezu vollständig redundant
160_R_8_10001_100050.81096581.096490nahezu vollständig redundant
161_R_8_10001_100030.92367692.367644nahezu vollständig redundant
162_R_8_10001_100110.86414086.414023nahezu vollständig redundant
163_R_8_10001_100020.93978293.978225nahezu vollständig redundant
164_R_8_10001_100050.81096781.096656nahezu vollständig redundant
165_R_8_10001_100030.92367792.367725nahezu vollständig redundant
166_R_8_10001_100110.86414186.414051nahezu vollständig redundant
167_R_8_10001_100020.93978293.978223nahezu vollständig redundant
168_R_8_10001_100050.81096681.096561nahezu vollständig redundant
169_R_8_10001_100030.92367892.367758nahezu vollständig redundant
170_R_8_10001_100110.86414186.414065nahezu vollständig redundant
171_R_9_10010_100060.86577586.577498nahezu vollständig redundant
172_R_9_10010_100260.91360291.360236nahezu vollständig redundant
173_R_9_10010_100270.80100480.100431nahezu vollständig redundant
174_R_9_10010_100180.94911694.911554nahezu vollständig redundant
175_R_9_10010_100090.93577493.577409nahezu vollständig redundant
176_R_9_10010_100060.86577586.577533nahezu vollständig redundant
177_R_9_10010_100260.91360391.360266nahezu vollständig redundant
178_R_9_10010_100270.80100580.100532nahezu vollständig redundant
179_R_9_10010_100180.94911594.911521nahezu vollständig redundant
180_R_9_10010_100090.93577593.577492nahezu vollständig redundant
181_R_9_10010_100060.86577386.577326nahezu vollständig redundant
182_R_9_10010_100260.91360291.360154nahezu vollständig redundant
183_R_9_10010_100270.80100680.100599nahezu vollständig redundant
184_R_9_10010_100180.94911594.911504nahezu vollständig redundant
185_R_9_10010_100090.93577593.577513nahezu vollständig redundant
186_R_10_10018_100100.93603093.602981nahezu vollständig redundant
187_R_10_10018_100260.95535795.535712nahezu vollständig redundant
188_R_10_10018_100430.80158280.158167nahezu vollständig redundant
189_R_10_10018_100270.90010090.009982nahezu vollständig redundant
190_R_10_10018_100090.87606587.606521nahezu vollständig redundant
191_R_10_10018_100100.93602993.602944nahezu vollständig redundant
192_R_10_10018_100260.95535695.535650nahezu vollständig redundant
193_R_10_10018_100430.80158180.158109nahezu vollständig redundant
194_R_10_10018_100270.90010090.009995nahezu vollständig redundant
195_R_10_10018_100090.87606587.606542nahezu vollständig redundant
196_R_10_10018_100100.93602993.602921nahezu vollständig redundant
197_R_10_10018_100260.95535795.535702nahezu vollständig redundant
198_R_10_10018_100430.80158280.158166nahezu vollständig redundant
199_R_10_10018_100270.90009990.009933nahezu vollständig redundant
200_R_10_10018_100090.87606587.606501nahezu vollständig redundant
201_R_11_10026_100180.94518194.518065nahezu vollständig redundant
202_R_11_10026_100100.90922390.922269nahezu vollständig redundant
203_R_11_10026_100430.90006990.006904nahezu vollständig redundant
204_R_11_10026_100440.82915482.915367nahezu vollständig redundant
205_R_11_10026_100270.95563895.563778nahezu vollständig redundant
206_R_11_10026_100210.95649595.649495nahezu vollständig redundant
207_R_11_10026_100200.95309795.309680nahezu vollständig redundant
208_R_11_10026_100180.94518194.518117nahezu vollständig redundant
209_R_11_10026_100100.90922390.922342nahezu vollständig redundant
210_R_11_10026_100430.90007090.006954nahezu vollständig redundant
211_R_11_10026_100440.82915482.915401nahezu vollständig redundant
212_R_11_10026_100270.95563895.563778nahezu vollständig redundant
213_R_11_10026_100210.95649595.649495nahezu vollständig redundant
214_R_11_10026_100200.95309795.309662nahezu vollständig redundant
215_R_11_10026_100180.94518194.518100nahezu vollständig redundant
216_R_11_10026_100100.90922390.922269nahezu vollständig redundant
217_R_11_10026_100430.90006990.006883nahezu vollständig redundant
218_R_11_10026_100440.82915482.915390nahezu vollständig redundant
219_R_11_10026_100270.95563795.563714nahezu vollständig redundant
220_R_11_10026_100210.95649595.649450nahezu vollständig redundant
221_R_11_10026_100200.95309695.309636nahezu vollständig redundant
222_R_12_10021_100260.88639588.639514nahezu vollständig redundant
223_R_12_10021_100240.93771093.771027nahezu vollständig redundant
224_R_12_10021_100250.87130587.130520nahezu vollständig redundant
225_R_12_10021_100220.97965997.965892nahezu vollständig redundant
226_R_12_10021_100230.96676796.676733nahezu vollständig redundant
227_R_12_10021_100200.98804498.804379nahezu vollständig redundant
228_R_12_10021_100190.88933788.933703nahezu vollständig redundant
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230_R_12_10021_100240.93771193.771054nahezu vollständig redundant
231_R_12_10021_100250.87130687.130554nahezu vollständig redundant
232_R_12_10021_100220.97965897.965779nahezu vollständig redundant
233_R_12_10021_100230.96676696.676628nahezu vollständig redundant
234_R_12_10021_100200.98804498.804425nahezu vollständig redundant
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237_R_12_10021_100240.93771093.770975nahezu vollständig redundant
238_R_12_10021_100250.87130587.130519nahezu vollständig redundant
239_R_12_10021_100220.97965897.965783nahezu vollständig redundant
240_R_12_10021_100230.96676596.676525nahezu vollständig redundant
241_R_12_10021_100200.98804498.804411nahezu vollständig redundant
242_R_12_10021_100190.88933688.933639nahezu vollständig redundant
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266_R_14_10019_100170.91000891.000762nahezu vollständig redundant
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278_R_14_10019_100210.93658393.658335nahezu vollständig redundant
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280_R_15_10027_100100.85033385.033256nahezu vollständig redundant
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284_R_15_10027_100250.95660395.660313nahezu vollständig redundant
285_R_15_10027_100260.95004995.004881nahezu vollständig redundant
286_R_15_10027_100100.85033285.033217nahezu vollständig redundant
287_R_15_10027_100180.90334190.334109nahezu vollständig redundant
288_R_15_10027_100430.93617193.617136nahezu vollständig redundant
289_R_15_10027_100440.87182187.182149nahezu vollständig redundant
290_R_15_10027_100250.95660395.660334nahezu vollständig redundant
291_R_15_10027_100260.95004895.004823nahezu vollständig redundant
292_R_15_10027_100100.85033285.033218nahezu vollständig redundant
293_R_15_10027_100180.90334090.334049nahezu vollständig redundant
294_R_15_10027_100430.93617193.617069nahezu vollständig redundant
295_R_15_10027_100440.87182187.182120nahezu vollständig redundant
296_R_15_10027_100250.95660595.660481nahezu vollständig redundant
297_R_16_10022_100210.96025996.025931nahezu vollständig redundant
298_R_16_10022_100240.92099492.099382nahezu vollständig redundant
299_R_16_10022_100250.77454177.454117nahezu vollständig redundant
300_R_16_10022_100230.97611597.611480nahezu vollständig redundant
301_R_16_10022_100200.96061296.061212nahezu vollständig redundant
302_R_16_10022_100210.96025896.025753nahezu vollständig redundant
303_R_16_10022_100240.92099092.099002nahezu vollständig redundant
304_R_16_10022_100250.77454377.454265nahezu vollständig redundant
305_R_16_10022_100230.97611597.611480nahezu vollständig redundant
306_R_16_10022_100200.96061096.060986nahezu vollständig redundant
307_R_16_10022_100210.96025896.025783nahezu vollständig redundant
308_R_16_10022_100240.92098892.098761nahezu vollständig redundant
309_R_16_10022_100250.77454177.454103nahezu vollständig redundant
310_R_16_10022_100230.97611397.611325nahezu vollständig redundant
311_R_16_10022_100200.96061196.061078nahezu vollständig redundant
312_R_17_10023_100220.97308897.308755nahezu vollständig redundant
313_R_17_10023_100240.94319494.319431nahezu vollständig redundant
314_R_17_10023_100250.82129182.129097nahezu vollständig redundant
315_R_17_10023_100200.93481393.481301nahezu vollständig redundant
316_R_17_10023_100210.91969391.969294nahezu vollständig redundant
317_R_17_10023_100220.97308597.308472nahezu vollständig redundant
318_R_17_10023_100240.94319194.319123nahezu vollständig redundant
319_R_17_10023_100250.82129582.129456nahezu vollständig redundant
320_R_17_10023_100200.93481393.481301nahezu vollständig redundant
321_R_17_10023_100210.91969491.969446nahezu vollständig redundant
322_R_17_10023_100220.97308497.308417nahezu vollständig redundant
323_R_17_10023_100240.94319394.319325nahezu vollständig redundant
324_R_17_10023_100250.82129582.129457nahezu vollständig redundant
325_R_17_10023_100200.93481193.481066nahezu vollständig redundant
326_R_17_10023_100210.91969491.969447nahezu vollständig redundant
327_R_18_10024_100230.96214796.214738nahezu vollständig redundant
328_R_18_10024_100200.88218888.218829nahezu vollständig redundant
329_R_18_10024_100220.94042494.042448nahezu vollständig redundant
330_R_18_10024_100210.89543489.543439nahezu vollständig redundant
331_R_18_10024_100250.91565291.565164nahezu vollständig redundant
332_R_18_10024_100230.96214796.214737nahezu vollständig redundant
333_R_18_10024_100200.88218488.218439nahezu vollständig redundant
334_R_18_10024_100220.94042894.042793nahezu vollständig redundant
335_R_18_10024_100210.89543689.543571nahezu vollständig redundant
336_R_18_10024_100250.91565591.565505nahezu vollständig redundant
337_R_18_10024_100230.96214796.214695nahezu vollständig redundant
338_R_18_10024_100200.88218788.218691nahezu vollständig redundant
339_R_18_10024_100220.94042694.042588nahezu vollständig redundant
340_R_18_10024_100210.89543589.543527nahezu vollständig redundant
341_R_18_10024_100250.91565491.565394nahezu vollständig redundant
342_R_19_10025_100240.96970596.970512nahezu vollständig redundant
343_R_19_10025_100210.91579591.579544nahezu vollständig redundant
344_R_19_10025_100220.93910193.910116nahezu vollständig redundant
345_R_19_10025_100200.91494391.494269nahezu vollständig redundant
346_R_19_10025_100230.95585995.585948nahezu vollständig redundant
347_R_19_10025_100330.89958089.958018nahezu vollständig redundant
348_R_19_10025_100270.92759792.759668nahezu vollständig redundant
349_R_19_10025_100240.96970496.970388nahezu vollständig redundant
350_R_19_10025_100210.91579791.579676nahezu vollständig redundant
351_R_19_10025_100220.93910293.910176nahezu vollständig redundant
352_R_19_10025_100200.91494191.494054nahezu vollständig redundant
353_R_19_10025_100230.95585895.585770nahezu vollständig redundant
354_R_19_10025_100330.89958189.958138nahezu vollständig redundant
355_R_19_10025_100270.92759592.759493nahezu vollständig redundant
356_R_19_10025_100240.96970596.970531nahezu vollständig redundant
357_R_19_10025_100210.91579791.579720nahezu vollständig redundant
358_R_19_10025_100220.93910193.910120nahezu vollständig redundant
359_R_19_10025_100200.91494191.494136nahezu vollständig redundant
360_R_19_10025_100230.95585895.585824nahezu vollständig redundant
361_R_19_10025_100330.89957989.957926nahezu vollständig redundant
362_R_19_10025_100270.92759692.759563nahezu vollständig redundant
363_R_20_10043_100270.92803892.803775nahezu vollständig redundant
364_R_20_10043_100260.81097981.097919nahezu vollständig redundant
365_R_20_10043_100520.87857887.857822nahezu vollständig redundant
366_R_20_10043_100440.94140194.140054nahezu vollständig redundant
367_R_20_10043_100420.96626596.626514nahezu vollständig redundant
368_R_20_10043_100270.92803692.803616nahezu vollständig redundant
369_R_20_10043_100260.81097981.097858nahezu vollständig redundant
370_R_20_10043_100520.87857887.857785nahezu vollständig redundant
371_R_20_10043_100440.94140194.140075nahezu vollständig redundant
372_R_20_10043_100420.96626696.626614nahezu vollständig redundant
373_R_20_10043_100270.92803792.803651nahezu vollständig redundant
374_R_20_10043_100260.81097881.097803nahezu vollständig redundant
375_R_20_10043_100520.87857887.857767nahezu vollständig redundant
376_R_20_10043_100440.94140194.140104nahezu vollständig redundant
377_R_20_10043_100420.96626596.626501nahezu vollständig redundant
378_R_21_10044_100270.85051885.051778nahezu vollständig redundant
379_R_21_10044_100430.94998594.998549nahezu vollständig redundant
380_R_21_10044_100520.96417896.417785nahezu vollständig redundant
381_R_21_10044_100530.90997590.997483nahezu vollständig redundant
382_R_21_10044_100370.91749291.749211nahezu vollständig redundant
383_R_21_10044_100400.95714995.714887nahezu vollständig redundant
384_R_21_10044_100420.97966597.966477nahezu vollständig redundant
385_R_21_10044_100270.85051885.051810nahezu vollständig redundant
386_R_21_10044_100430.94998894.998780nahezu vollständig redundant
387_R_21_10044_100520.96417896.417757nahezu vollständig redundant
388_R_21_10044_100530.90997490.997395nahezu vollständig redundant
389_R_21_10044_100370.91749391.749295nahezu vollständig redundant
390_R_21_10044_100400.95714995.714911nahezu vollständig redundant
391_R_21_10044_100420.97966597.966462nahezu vollständig redundant
392_R_21_10044_100270.85051985.051893nahezu vollständig redundant
393_R_21_10044_100430.94998694.998646nahezu vollständig redundant
394_R_21_10044_100520.96417796.417745nahezu vollständig redundant
395_R_21_10044_100530.90997490.997425nahezu vollständig redundant
396_R_21_10044_100370.91749291.749230nahezu vollständig redundant
397_R_21_10044_100400.95714895.714803nahezu vollständig redundant
398_R_21_10044_100420.97966597.966531nahezu vollständig redundant
399_R_22_10042_100430.90766990.766923nahezu vollständig redundant
400_R_22_10042_100440.93413493.413358nahezu vollständig redundant
401_R_22_10042_100400.85787685.787579nahezu vollständig redundant
402_R_22_10042_100410.91400391.400261nahezu vollständig redundant
403_R_22_10042_100430.90766990.766927nahezu vollständig redundant
404_R_22_10042_100440.93413793.413710nahezu vollständig redundant
405_R_22_10042_100400.85787785.787742nahezu vollständig redundant
406_R_22_10042_100410.91400291.400191nahezu vollständig redundant
407_R_22_10042_100430.90767090.767038nahezu vollständig redundant
408_R_22_10042_100440.93413793.413652nahezu vollständig redundant
409_R_22_10042_100400.85787585.787538nahezu vollständig redundant
410_R_22_10042_100410.91400291.400158nahezu vollständig redundant
411_R_23_10041_100420.94323294.323231nahezu vollständig redundant
412_R_23_10041_100440.85831085.831014nahezu vollständig redundant
413_R_23_10041_100400.92536492.536397nahezu vollständig redundant
414_R_23_10041_100380.87035387.035274nahezu vollständig redundant
415_R_23_10041_100420.94323294.323231nahezu vollständig redundant
416_R_23_10041_100440.85831085.831014nahezu vollständig redundant
417_R_23_10041_100400.92536492.536364nahezu vollständig redundant
418_R_23_10041_100380.87035387.035273nahezu vollständig redundant
419_R_23_10041_100420.94323394.323341nahezu vollständig redundant
420_R_23_10041_100440.85830685.830585nahezu vollständig redundant
421_R_23_10041_100400.92536592.536468nahezu vollständig redundant
422_R_23_10041_100380.87035387.035345nahezu vollständig redundant
423_R_24_10037_100440.89770389.770292nahezu vollständig redundant
424_R_24_10037_100510.91359891.359756nahezu vollständig redundant
425_R_24_10037_100360.97573797.573692nahezu vollständig redundant
426_R_24_10037_100350.89075589.075542nahezu vollständig redundant
427_R_24_10037_100380.95664895.664772nahezu vollständig redundant
428_R_24_10037_100390.91966991.966920nahezu vollständig redundant
429_R_24_10037_100400.95529095.528982nahezu vollständig redundant
430_R_24_10037_100440.89770289.770193nahezu vollständig redundant
431_R_24_10037_100510.91359791.359725nahezu vollständig redundant
432_R_24_10037_100360.97573797.573717nahezu vollständig redundant
433_R_24_10037_100350.89075589.075472nahezu vollständig redundant
434_R_24_10037_100380.95664795.664735nahezu vollständig redundant
435_R_24_10037_100390.91966991.966920nahezu vollständig redundant
436_R_24_10037_100400.95529095.529035nahezu vollständig redundant
437_R_24_10037_100440.89770289.770189nahezu vollständig redundant
438_R_24_10037_100510.91359791.359673nahezu vollständig redundant
439_R_24_10037_100360.97573897.573763nahezu vollständig redundant
440_R_24_10037_100350.89075589.075529nahezu vollständig redundant
441_R_24_10037_100380.95664895.664759nahezu vollständig redundant
442_R_24_10037_100390.91966791.966676nahezu vollständig redundant
443_R_24_10037_100400.95528995.528913nahezu vollständig redundant
444_R_25_10052_100430.87463587.463478nahezu vollständig redundant
445_R_25_10052_100590.81383481.383444nahezu vollständig redundant
446_R_25_10052_100530.96291496.291434nahezu vollständig redundant
447_R_25_10052_100500.94531094.531025nahezu vollständig redundant
448_R_25_10052_100510.96981096.981050nahezu vollständig redundant
449_R_25_10052_100440.96043496.043385nahezu vollständig redundant
450_R_25_10052_100430.87463487.463404nahezu vollständig redundant
451_R_25_10052_100590.81383481.383390nahezu vollständig redundant
452_R_25_10052_100530.96291496.291401nahezu vollständig redundant
453_R_25_10052_100500.94531194.531051nahezu vollständig redundant
454_R_25_10052_100510.96981096.981009nahezu vollständig redundant
455_R_25_10052_100440.96043396.043313nahezu vollständig redundant
456_R_25_10052_100430.87463487.463366nahezu vollständig redundant
457_R_25_10052_100590.81383581.383462nahezu vollständig redundant
458_R_25_10052_100530.96291496.291359nahezu vollständig redundant
459_R_25_10052_100500.94531094.531006nahezu vollständig redundant
460_R_25_10052_100510.96981096.980989nahezu vollständig redundant
461_R_25_10052_100440.96043296.043231nahezu vollständig redundant
462_R_26_10040_100370.89728689.728646nahezu vollständig redundant
463_R_26_10040_100410.91269891.269847nahezu vollständig redundant
464_R_26_10040_100420.89551089.550956nahezu vollständig redundant
465_R_26_10040_100440.89041889.041806nahezu vollständig redundant
466_R_26_10040_100370.89728789.728729nahezu vollständig redundant
467_R_26_10040_100410.91270091.270042nahezu vollständig redundant
468_R_26_10040_100420.89550989.550949nahezu vollständig redundant
469_R_26_10040_100440.89042089.042022nahezu vollständig redundant
470_R_26_10040_100370.89728889.728792nahezu vollständig redundant
471_R_26_10040_100410.91269991.269902nahezu vollständig redundant
472_R_26_10040_100420.89551089.551009nahezu vollständig redundant
473_R_26_10040_100440.89041789.041744nahezu vollständig redundant
474_R_27_10051_100370.80617880.617831nahezu vollständig redundant
475_R_27_10051_100520.92979292.979227nahezu vollständig redundant
476_R_27_10051_100530.89585189.585085nahezu vollständig redundant
477_R_27_10051_100500.94733894.733816nahezu vollständig redundant
478_R_27_10051_100370.80617780.617713nahezu vollständig redundant
479_R_27_10051_100520.92979292.979205nahezu vollständig redundant
480_R_27_10051_100530.89585089.584963nahezu vollständig redundant
481_R_27_10051_100500.94733894.733797nahezu vollständig redundant
482_R_27_10051_100370.80617880.617790nahezu vollständig redundant
483_R_27_10051_100520.92979192.979063nahezu vollständig redundant
484_R_27_10051_100530.89585089.584957nahezu vollständig redundant
485_R_27_10051_100500.94733794.733750nahezu vollständig redundant
486_R_28_10011_100010.84958584.958492nahezu vollständig redundant
487_R_28_10011_100130.91868191.868141nahezu vollständig redundant
488_R_28_10011_100170.87992387.992290nahezu vollständig redundant
489_R_28_10011_100280.87721287.721160nahezu vollständig redundant
490_R_28_10011_100010.84958684.958556nahezu vollständig redundant
491_R_28_10011_100130.91868091.868003nahezu vollständig redundant
492_R_28_10011_100170.87992387.992329nahezu vollständig redundant
493_R_28_10011_100280.87721387.721283nahezu vollständig redundant
494_R_28_10011_100010.84958684.958556nahezu vollständig redundant
495_R_28_10011_100130.91868091.868016nahezu vollständig redundant
496_R_28_10011_100170.87992387.992341nahezu vollständig redundant
497_R_28_10011_100280.87721287.721176nahezu vollständig redundant
498_R_29_10017_100110.85102985.102855nahezu vollständig redundant
499_R_29_10017_100130.96672896.672766nahezu vollständig redundant
500_R_29_10017_100120.95461195.461091nahezu vollständig redundant
501_R_29_10017_100140.97694497.694354nahezu vollständig redundant
502_R_29_10017_100070.89450589.450479nahezu vollständig redundant
503_R_29_10017_100160.95448895.448792nahezu vollständig redundant
504_R_29_10017_100190.94538094.537998nahezu vollständig redundant
505_R_29_10017_100310.92261592.261471nahezu vollständig redundant
506_R_29_10017_100110.85103085.102967nahezu vollständig redundant
507_R_29_10017_100130.96672796.672741nahezu vollständig redundant
508_R_29_10017_100120.95461095.460967nahezu vollständig redundant
509_R_29_10017_100140.97694397.694300nahezu vollständig redundant
510_R_29_10017_100070.89450589.450480nahezu vollständig redundant
511_R_29_10017_100160.95448895.448823nahezu vollständig redundant
512_R_29_10017_100190.94538094.537963nahezu vollständig redundant
513_R_29_10017_100310.92261592.261454nahezu vollständig redundant
514_R_29_10017_100110.85102985.102919nahezu vollständig redundant
515_R_29_10017_100130.96672896.672798nahezu vollständig redundant
516_R_29_10017_100120.95461095.460983nahezu vollständig redundant
517_R_29_10017_100140.97694397.694336nahezu vollständig redundant
518_R_29_10017_100070.89450589.450452nahezu vollständig redundant
519_R_29_10017_100160.95448895.448844nahezu vollständig redundant
520_R_29_10017_100190.94538194.538051nahezu vollständig redundant
521_R_29_10017_100310.92261492.261388nahezu vollständig redundant
522_R_30_10013_100170.89648489.648362nahezu vollständig redundant
523_R_30_10013_100110.75324275.324166nahezu vollständig redundant
524_R_30_10013_100120.94332094.332040nahezu vollständig redundant
525_R_30_10013_100170.89648489.648428nahezu vollständig redundant
526_R_30_10013_100110.75324475.324418nahezu vollständig redundant
527_R_30_10013_100120.94332094.331976nahezu vollständig redundant
528_R_30_10013_100170.89648489.648395nahezu vollständig redundant
529_R_30_10013_100110.75324075.323956nahezu vollständig redundant
530_R_30_10013_100120.94331994.331925nahezu vollständig redundant
531_R_31_10007_100080.85726585.726506nahezu vollständig redundant
532_R_31_10007_100160.95837795.837654nahezu vollständig redundant
533_R_31_10007_100170.83418783.418668nahezu vollständig redundant
534_R_31_10007_100150.94003594.003500nahezu vollständig redundant
535_R_31_10007_100030.94083694.083581nahezu vollständig redundant
536_R_31_10007_100080.85726585.726505nahezu vollständig redundant
537_R_31_10007_100160.95837795.837668nahezu vollständig redundant
538_R_31_10007_100170.83418683.418603nahezu vollständig redundant
539_R_31_10007_100150.94003594.003532nahezu vollständig redundant
540_R_31_10007_100030.94083694.083649nahezu vollständig redundant
541_R_31_10007_100080.85726585.726506nahezu vollständig redundant
542_R_31_10007_100160.95837795.837668nahezu vollständig redundant
543_R_31_10007_100170.83418683.418560nahezu vollständig redundant
544_R_31_10007_100150.94003494.003420nahezu vollständig redundant
545_R_31_10007_100030.94083694.083581nahezu vollständig redundant
546_R_32_10016_100070.95465195.465143nahezu vollständig redundant
547_R_32_10016_100310.82281682.281572nahezu vollständig redundant
548_R_32_10016_100170.94592194.592119nahezu vollständig redundant
549_R_32_10016_100140.97111997.111900nahezu vollständig redundant
550_R_32_10016_100120.95370295.370187nahezu vollständig redundant
551_R_32_10016_100150.98313398.313253nahezu vollständig redundant
552_R_32_10016_100030.88861588.861490nahezu vollständig redundant
553_R_32_10016_100070.95465195.465054nahezu vollständig redundant
554_R_32_10016_100310.82281582.281516nahezu vollständig redundant
555_R_32_10016_100170.94592394.592266nahezu vollständig redundant
556_R_32_10016_100140.97111997.111920nahezu vollständig redundant
557_R_32_10016_100120.95370295.370163nahezu vollständig redundant
558_R_32_10016_100150.98313298.313193nahezu vollständig redundant
559_R_32_10016_100030.88861488.861446nahezu vollständig redundant
560_R_32_10016_100070.95465195.465128nahezu vollständig redundant
561_R_32_10016_100310.82281582.281516nahezu vollständig redundant
562_R_32_10016_100170.94592394.592254nahezu vollständig redundant
563_R_32_10016_100140.97111997.111910nahezu vollständig redundant
564_R_32_10016_100120.95370295.370163nahezu vollständig redundant
565_R_32_10016_100150.98313298.313230nahezu vollständig redundant
566_R_32_10016_100030.88861588.861504nahezu vollständig redundant
567_R_33_10015_100070.79954379.954332nahezu vollständig redundant
568_R_33_10015_100160.95273495.273418nahezu vollständig redundant
569_R_33_10015_100140.93324693.324603nahezu vollständig redundant
570_R_33_10015_100120.90892790.892716nahezu vollständig redundant
571_R_33_10015_100070.79954979.954855nahezu vollständig redundant
572_R_33_10015_100160.95273695.273640nahezu vollständig redundant
573_R_33_10015_100140.93324493.324391nahezu vollständig redundant
574_R_33_10015_100120.90893090.892998nahezu vollständig redundant
575_R_33_10015_100070.79954979.954908nahezu vollständig redundant
576_R_33_10015_100160.95273595.273529nahezu vollständig redundant
577_R_33_10015_100140.93324393.324251nahezu vollständig redundant
578_R_33_10015_100120.90893090.892965nahezu vollständig redundant
579_R_34_10014_100170.88861588.861464nahezu vollständig redundant
580_R_34_10014_100120.93176293.176189nahezu vollständig redundant
581_R_34_10014_100150.93577793.577657nahezu vollständig redundant
582_R_34_10014_100160.86842286.842164nahezu vollständig redundant
583_R_34_10014_100170.88861388.861288nahezu vollständig redundant
584_R_34_10014_100120.93176293.176225nahezu vollständig redundant
585_R_34_10014_100150.93577593.577474nahezu vollständig redundant
586_R_34_10014_100160.86841786.841750nahezu vollständig redundant
587_R_34_10014_100170.88861488.861377nahezu vollständig redundant
588_R_34_10014_100120.93176493.176442nahezu vollständig redundant
589_R_34_10014_100150.93577493.577420nahezu vollständig redundant
590_R_34_10014_100160.86842186.842065nahezu vollständig redundant
591_R_35_10012_100150.95422795.422708nahezu vollständig redundant
592_R_35_10012_100160.88946988.946914nahezu vollständig redundant
593_R_35_10012_100140.96539296.539239nahezu vollständig redundant
594_R_35_10012_100170.86443586.443500nahezu vollständig redundant
595_R_35_10012_100130.95223495.223387nahezu vollständig redundant
596_R_35_10012_100150.95422795.422668nahezu vollständig redundant
597_R_35_10012_100160.88946788.946687nahezu vollständig redundant
598_R_35_10012_100140.96539296.539221nahezu vollständig redundant
599_R_35_10012_100170.86443586.443548nahezu vollständig redundant
600_R_35_10012_100130.95223495.223441nahezu vollständig redundant
601_R_35_10012_100150.95422695.422647nahezu vollständig redundant
602_R_35_10012_100160.88946888.946772nahezu vollständig redundant
603_R_35_10012_100140.96539396.539293nahezu vollständig redundant
604_R_35_10012_100170.86443586.443462nahezu vollständig redundant
605_R_35_10012_100130.95223495.223357nahezu vollständig redundant
606_R_36_10033_100190.86969586.969533nahezu vollständig redundant
607_R_36_10033_100250.90039290.039156nahezu vollständig redundant
608_R_36_10033_100390.87425187.425112nahezu vollständig redundant
609_R_36_10033_100320.96518396.518348nahezu vollständig redundant
610_R_36_10033_100310.92949792.949729nahezu vollständig redundant
611_R_36_10033_100190.86969886.969781nahezu vollständig redundant
612_R_36_10033_100250.90039290.039247nahezu vollständig redundant
613_R_36_10033_100390.87425387.425324nahezu vollständig redundant
614_R_36_10033_100320.96518396.518269nahezu vollständig redundant
615_R_36_10033_100310.92949992.949908nahezu vollständig redundant
616_R_36_10033_100190.86969686.969625nahezu vollständig redundant
617_R_36_10033_100250.90039390.039275nahezu vollständig redundant
618_R_36_10033_100390.87424987.424948nahezu vollständig redundant
619_R_36_10033_100320.96518296.518191nahezu vollständig redundant
620_R_36_10033_100310.92949992.949884nahezu vollständig redundant
621_R_37_10032_100330.94359694.359555nahezu vollständig redundant
622_R_37_10032_100390.90764590.764533nahezu vollständig redundant
623_R_37_10032_100380.80658280.658196nahezu vollständig redundant
624_R_37_10032_100310.92908392.908342nahezu vollständig redundant
625_R_37_10032_100330.94359694.359577nahezu vollständig redundant
626_R_37_10032_100390.90764690.764604nahezu vollständig redundant
627_R_37_10032_100380.80658480.658427nahezu vollständig redundant
628_R_37_10032_100310.92908392.908274nahezu vollständig redundant
629_R_37_10032_100330.94359894.359779nahezu vollständig redundant
630_R_37_10032_100390.90764790.764745nahezu vollständig redundant
631_R_37_10032_100380.80658380.658290nahezu vollständig redundant
632_R_37_10032_100310.92908392.908306nahezu vollständig redundant
633_R_38_10031_100170.82932582.932497nahezu vollständig redundant
634_R_38_10031_100330.92353392.353273nahezu vollständig redundant
635_R_38_10031_100320.95203995.203919nahezu vollständig redundant
636_R_38_10031_100300.85582585.582505nahezu vollständig redundant
637_R_38_10031_100170.82932782.932716nahezu vollständig redundant
638_R_38_10031_100330.92353292.353218nahezu vollständig redundant
639_R_38_10031_100320.95204095.204036nahezu vollständig redundant
640_R_38_10031_100300.85582485.582433nahezu vollständig redundant
641_R_38_10031_100170.82932682.932642nahezu vollständig redundant
642_R_38_10031_100330.92353092.353024nahezu vollständig redundant
643_R_38_10031_100320.95204195.204060nahezu vollständig redundant
644_R_38_10031_100300.85582385.582323nahezu vollständig redundant
645_R_39_10038_100410.90284790.284731nahezu vollständig redundant
646_R_39_10038_100370.92515392.515343nahezu vollständig redundant
647_R_39_10038_100360.87672187.672102nahezu vollständig redundant
648_R_39_10038_100320.87096687.096606nahezu vollständig redundant
649_R_39_10038_100390.95224995.224915nahezu vollständig redundant
650_R_39_10038_100410.90284790.284678nahezu vollständig redundant
651_R_39_10038_100370.92515592.515507nahezu vollständig redundant
652_R_39_10038_100360.87672087.671996nahezu vollständig redundant
653_R_39_10038_100320.87096787.096668nahezu vollständig redundant
654_R_39_10038_100390.95224995.224914nahezu vollständig redundant
655_R_39_10038_100410.90284690.284573nahezu vollständig redundant
656_R_39_10038_100370.92515492.515367nahezu vollständig redundant
657_R_39_10038_100360.87672487.672363nahezu vollständig redundant
658_R_39_10038_100320.87096787.096698nahezu vollständig redundant
659_R_39_10038_100390.95225195.225068nahezu vollständig redundant
660_R_40_10039_100320.94264394.264298nahezu vollständig redundant
661_R_40_10039_100330.89989589.989532nahezu vollständig redundant
662_R_40_10039_100370.87436187.436140nahezu vollständig redundant
663_R_40_10039_100380.95452295.452197nahezu vollständig redundant
664_R_40_10039_100290.86259886.259770nahezu vollständig redundant
665_R_40_10039_100320.94264294.264189nahezu vollständig redundant
666_R_40_10039_100330.89989889.989808nahezu vollständig redundant
667_R_40_10039_100370.87436387.436300nahezu vollständig redundant
668_R_40_10039_100380.95452195.452142nahezu vollständig redundant
669_R_40_10039_100290.86259886.259821nahezu vollständig redundant
670_R_40_10039_100320.94264394.264255nahezu vollständig redundant
671_R_40_10039_100330.89989889.989784nahezu vollständig redundant
672_R_40_10039_100370.87436487.436380nahezu vollständig redundant
673_R_40_10039_100380.95452395.452290nahezu vollständig redundant
674_R_40_10039_100290.86259886.259821nahezu vollständig redundant
675_R_41_10035_100370.89432189.432113nahezu vollständig redundant
676_R_41_10035_100360.93455693.455565nahezu vollständig redundant
677_R_41_10035_100340.89150389.150326nahezu vollständig redundant
678_R_41_10035_100300.88764688.764603nahezu vollständig redundant
679_R_41_10035_100290.92420592.420487nahezu vollständig redundant
680_R_41_10035_100370.89432089.432003nahezu vollständig redundant
681_R_41_10035_100360.93455693.455615nahezu vollständig redundant
682_R_41_10035_100340.89150389.150326nahezu vollständig redundant
683_R_41_10035_100300.88764688.764639nahezu vollständig redundant
684_R_41_10035_100290.92420692.420620nahezu vollständig redundant
685_R_41_10035_100370.89432089.432003nahezu vollständig redundant
686_R_41_10035_100360.93455693.455599nahezu vollständig redundant
687_R_41_10035_100340.89150389.150347nahezu vollständig redundant
688_R_41_10035_100300.88764788.764693nahezu vollständig redundant
689_R_41_10035_100290.92420692.420636nahezu vollständig redundant
690_R_42_10036_100380.91563991.563889nahezu vollständig redundant
691_R_42_10036_100370.97095397.095253nahezu vollständig redundant
692_R_42_10036_100340.76784276.784161nahezu vollständig redundant
693_R_42_10036_100350.93571593.571544nahezu vollständig redundant
694_R_42_10036_100380.91564091.563987nahezu vollständig redundant
695_R_42_10036_100370.97095297.095163nahezu vollständig redundant
696_R_42_10036_100340.76784276.784210nahezu vollständig redundant
697_R_42_10036_100350.93571593.571528nahezu vollständig redundant
698_R_42_10036_100380.91564091.564007nahezu vollständig redundant
699_R_42_10036_100370.97095197.095121nahezu vollständig redundant
700_R_42_10036_100340.76784176.784089nahezu vollständig redundant
701_R_42_10036_100350.93571593.571512nahezu vollständig redundant
702_R_43_10028_100110.83066883.066815nahezu vollständig redundant
703_R_43_10028_100300.90959190.959126nahezu vollständig redundant
704_R_43_10028_100290.91165591.165502nahezu vollständig redundant
705_R_43_10028_100340.89302489.302430nahezu vollständig redundant
706_R_43_10028_100110.83066783.066730nahezu vollständig redundant
707_R_43_10028_100300.90959190.959110nahezu vollständig redundant
708_R_43_10028_100290.91165591.165548nahezu vollständig redundant
709_R_43_10028_100340.89302389.302339nahezu vollständig redundant
710_R_43_10028_100110.83066583.066539nahezu vollständig redundant
711_R_43_10028_100300.90959090.959032nahezu vollständig redundant
712_R_43_10028_100290.91165591.165501nahezu vollständig redundant
713_R_43_10028_100340.89302489.302430nahezu vollständig redundant
714_R_44_10034_100280.92075792.075673nahezu vollständig redundant
715_R_44_10034_100350.94622694.622639nahezu vollständig redundant
716_R_44_10034_100370.86028586.028507nahezu vollständig redundant
717_R_44_10034_100360.89613489.613418nahezu vollständig redundant
718_R_44_10034_100450.91630991.630884nahezu vollständig redundant
719_R_44_10034_100280.92075692.075636nahezu vollständig redundant
720_R_44_10034_100350.94622694.622598nahezu vollständig redundant
721_R_44_10034_100370.86028586.028542nahezu vollständig redundant
722_R_44_10034_100360.89613389.613341nahezu vollständig redundant
723_R_44_10034_100450.91630891.630825nahezu vollständig redundant
724_R_44_10034_100280.92075892.075777nahezu vollständig redundant
725_R_44_10034_100350.94622694.622587nahezu vollständig redundant
726_R_44_10034_100370.86028686.028578nahezu vollständig redundant
727_R_44_10034_100360.89613489.613374nahezu vollständig redundant
728_R_44_10034_100450.91630991.630854nahezu vollständig redundant
729_R_45_10030_100280.85281785.281682nahezu vollständig redundant
730_R_45_10030_100310.88471688.471605nahezu vollständig redundant
731_R_45_10030_100290.97728497.728414nahezu vollständig redundant
732_R_45_10030_100350.83930183.930124nahezu vollständig redundant
733_R_45_10030_100280.85281785.281734nahezu vollständig redundant
734_R_45_10030_100310.88471788.471664nahezu vollständig redundant
735_R_45_10030_100290.97728497.728427nahezu vollständig redundant
736_R_45_10030_100350.83930183.930150nahezu vollständig redundant
737_R_45_10030_100280.85281785.281682nahezu vollständig redundant
738_R_45_10030_100310.88471888.471751nahezu vollständig redundant
739_R_45_10030_100290.97728497.728448nahezu vollständig redundant
740_R_45_10030_100350.83930183.930099nahezu vollständig redundant
741_R_46_10029_100300.97419097.419046nahezu vollständig redundant
742_R_46_10029_100390.85957285.957177nahezu vollständig redundant
743_R_46_10029_100350.88428388.428254nahezu vollständig redundant
744_R_46_10029_100280.84485884.485758nahezu vollständig redundant
745_R_46_10029_100300.97419097.418961nahezu vollständig redundant
746_R_46_10029_100390.85957385.957337nahezu vollständig redundant
747_R_46_10029_100350.88428288.428181nahezu vollständig redundant
748_R_46_10029_100280.84485784.485731nahezu vollständig redundant
749_R_46_10029_100300.97419197.419109nahezu vollständig redundant
750_R_46_10029_100390.85957285.957209nahezu vollständig redundant
751_R_46_10029_100350.88428288.428157nahezu vollständig redundant
752_R_46_10029_100280.84485884.485785nahezu vollständig redundant
753_R_47_10053_100440.88973088.972974nahezu vollständig redundant
754_R_47_10053_100520.95615895.615817nahezu vollständig redundant
755_R_47_10053_100590.85336785.336738nahezu vollständig redundant
756_R_47_10053_100490.90545390.545316nahezu vollständig redundant
757_R_47_10053_100500.97303297.303175nahezu vollständig redundant
758_R_47_10053_100510.94783094.782970nahezu vollständig redundant
759_R_47_10053_100440.88973088.973023nahezu vollständig redundant
760_R_47_10053_100520.95615895.615754nahezu vollständig redundant
761_R_47_10053_100590.85336985.336880nahezu vollständig redundant
762_R_47_10053_100490.90545290.545209nahezu vollständig redundant
763_R_47_10053_100500.97303197.303150nahezu vollständig redundant
764_R_47_10053_100510.94782994.782914nahezu vollständig redundant
765_R_47_10053_100440.88973188.973067nahezu vollständig redundant
766_R_47_10053_100520.95615895.615830nahezu vollständig redundant
767_R_47_10053_100590.85336885.336786nahezu vollständig redundant
768_R_47_10053_100490.90545290.545238nahezu vollständig redundant
769_R_47_10053_100500.97303297.303185nahezu vollständig redundant
770_R_47_10053_100510.94783094.782989nahezu vollständig redundant
771_R_48_10049_100500.92978192.978135nahezu vollständig redundant
772_R_48_10049_100530.86695686.695598nahezu vollständig redundant
773_R_48_10049_100470.89072789.072687nahezu vollständig redundant
774_R_48_10049_100460.83427683.427561nahezu vollständig redundant
775_R_48_10049_100480.94522894.522757nahezu vollständig redundant
776_R_48_10049_100500.92978092.977974nahezu vollständig redundant
777_R_48_10049_100530.86695586.695484nahezu vollständig redundant
778_R_48_10049_100470.89072789.072716nahezu vollständig redundant
779_R_48_10049_100460.83427683.427555nahezu vollständig redundant
780_R_48_10049_100480.94522794.522683nahezu vollständig redundant
781_R_48_10049_100500.92977992.977938nahezu vollständig redundant
782_R_48_10049_100530.86695686.695599nahezu vollständig redundant
783_R_48_10049_100470.89072789.072693nahezu vollständig redundant
784_R_48_10049_100460.83427483.427424nahezu vollständig redundant
785_R_48_10049_100480.94522794.522717nahezu vollständig redundant
786_R_49_10050_100510.95214795.214663nahezu vollständig redundant
787_R_49_10050_100520.88330788.330650nahezu vollständig redundant
788_R_49_10050_100530.95504295.504179nahezu vollständig redundant
789_R_49_10050_100490.92792792.792730nahezu vollständig redundant
790_R_49_10050_100480.82273182.273124nahezu vollständig redundant
791_R_49_10050_100510.95214895.214811nahezu vollständig redundant
792_R_49_10050_100520.88330488.330438nahezu vollständig redundant
793_R_49_10050_100530.95504295.504169nahezu vollständig redundant
794_R_49_10050_100490.92792892.792788nahezu vollständig redundant
795_R_49_10050_100480.82273182.273085nahezu vollständig redundant
796_R_49_10050_100510.95214795.214695nahezu vollständig redundant
797_R_49_10050_100520.88330488.330368nahezu vollständig redundant
798_R_49_10050_100530.95504195.504128nahezu vollständig redundant
799_R_49_10050_100490.92792792.792695nahezu vollständig redundant
800_R_49_10050_100480.82273182.273083nahezu vollständig redundant
801_R_50_10048_100500.87190187.190145nahezu vollständig redundant
802_R_50_10048_100490.93338293.338184nahezu vollständig redundant
803_R_50_10048_100570.84886384.886264nahezu vollständig redundant
804_R_50_10048_100470.93567193.567116nahezu vollständig redundant
805_R_50_10048_100460.89543589.543494nahezu vollständig redundant
806_R_50_10048_100500.87190187.190057nahezu vollständig redundant
807_R_50_10048_100490.93338293.338238nahezu vollständig redundant
808_R_50_10048_100570.84886284.886181nahezu vollständig redundant
809_R_50_10048_100470.93567293.567162nahezu vollständig redundant
810_R_50_10048_100460.89543689.543633nahezu vollständig redundant
811_R_50_10048_100500.87190287.190179nahezu vollständig redundant
812_R_50_10048_100490.93338393.338284nahezu vollständig redundant
813_R_50_10048_100570.84886284.886161nahezu vollständig redundant
814_R_50_10048_100470.93567293.567211nahezu vollständig redundant
815_R_50_10048_100460.89543689.543614nahezu vollständig redundant
816_R_51_10047_100480.92975992.975884nahezu vollständig redundant
817_R_51_10047_100490.82559582.559473nahezu vollständig redundant
818_R_51_10047_100450.79441379.441289nahezu vollständig redundant
819_R_51_10047_100460.95064495.064448nahezu vollständig redundant
820_R_51_10047_100480.92975892.975842nahezu vollständig redundant
821_R_51_10047_100490.82559582.559455nahezu vollständig redundant
822_R_51_10047_100450.79441179.441125nahezu vollständig redundant
823_R_51_10047_100460.95064595.064489nahezu vollständig redundant
824_R_51_10047_100480.92975992.975950nahezu vollständig redundant
825_R_51_10047_100490.82559782.559667nahezu vollständig redundant
826_R_51_10047_100450.79441379.441283nahezu vollständig redundant
827_R_51_10047_100460.95064595.064453nahezu vollständig redundant
828_R_52_10046_100480.89366689.366594nahezu vollständig redundant
829_R_52_10046_100470.95487295.487199nahezu vollständig redundant
830_R_52_10046_100550.80971780.971690nahezu vollständig redundant
831_R_52_10046_100450.88042688.042575nahezu vollständig redundant
832_R_52_10046_100480.89366689.366630nahezu vollständig redundant
833_R_52_10046_100470.95487295.487160nahezu vollständig redundant
834_R_52_10046_100550.80971880.971766nahezu vollständig redundant
835_R_52_10046_100450.88042788.042665nahezu vollständig redundant
836_R_52_10046_100480.89366789.366673nahezu vollständig redundant
837_R_52_10046_100470.95487195.487085nahezu vollständig redundant
838_R_52_10046_100550.80971680.971592nahezu vollständig redundant
839_R_52_10046_100450.88042788.042717nahezu vollständig redundant
840_R_53_10045_100340.88849988.849870nahezu vollständig redundant
841_R_53_10045_100460.91983491.983442nahezu vollständig redundant
842_R_53_10045_100470.87239987.239852nahezu vollständig redundant
843_R_53_10045_100540.83525583.525457nahezu vollständig redundant
844_R_53_10045_100340.88849988.849942nahezu vollständig redundant
845_R_53_10045_100460.91983491.983368nahezu vollständig redundant
846_R_53_10045_100470.87239987.239877nahezu vollständig redundant
847_R_53_10045_100540.83525583.525550nahezu vollständig redundant
848_R_53_10045_100340.88849888.849823nahezu vollständig redundant
849_R_53_10045_100460.91983491.983428nahezu vollständig redundant
850_R_53_10045_100470.87239987.239940nahezu vollständig redundant
851_R_53_10045_100540.83525683.525614nahezu vollständig redundant
852_R_54_10059_100530.92375192.375075nahezu vollständig redundant
853_R_54_10059_100520.87496287.496220nahezu vollständig redundant
854_R_54_10059_100580.94447394.447290nahezu vollständig redundant
855_R_54_10059_100560.85583985.583896nahezu vollständig redundant
856_R_54_10059_100570.91362491.362387nahezu vollständig redundant
857_R_54_10059_100530.92375092.375001nahezu vollständig redundant
858_R_54_10059_100520.87496287.496163nahezu vollständig redundant
859_R_54_10059_100580.94447394.447261nahezu vollständig redundant
860_R_54_10059_100560.85584085.583966nahezu vollständig redundant
861_R_54_10059_100570.91362491.362437nahezu vollständig redundant
862_R_54_10059_100530.92375092.375036nahezu vollständig redundant
863_R_54_10059_100520.87496187.496072nahezu vollständig redundant
864_R_54_10059_100580.94447394.447306nahezu vollständig redundant
865_R_54_10059_100560.85583985.583917nahezu vollständig redundant
866_R_54_10059_100570.91362491.362442nahezu vollständig redundant
867_R_55_10058_100590.89485789.485699nahezu vollständig redundant
868_R_55_10058_100560.88575088.574961nahezu vollständig redundant
869_R_55_10058_100550.83876683.876618nahezu vollständig redundant
870_R_55_10058_100570.94249794.249694nahezu vollständig redundant
871_R_55_10058_100590.89485889.485757nahezu vollständig redundant
872_R_55_10058_100560.88575088.574960nahezu vollständig redundant
873_R_55_10058_100550.83876683.876649nahezu vollständig redundant
874_R_55_10058_100570.94249794.249666nahezu vollständig redundant
875_R_55_10058_100590.89485789.485700nahezu vollständig redundant
876_R_55_10058_100560.88575088.575047nahezu vollständig redundant
877_R_55_10058_100550.83876583.876515nahezu vollständig redundant
878_R_55_10058_100570.94249694.249596nahezu vollständig redundant
879_R_56_10057_100590.83943783.943683nahezu vollständig redundant
880_R_56_10057_100580.92610192.610074nahezu vollständig redundant
881_R_56_10057_100560.94967594.967467nahezu vollständig redundant
882_R_56_10057_100550.92204392.204334nahezu vollständig redundant
883_R_56_10057_100480.88233488.233374nahezu vollständig redundant
884_R_56_10057_100590.83943883.943786nahezu vollständig redundant
885_R_56_10057_100580.92610292.610242nahezu vollständig redundant
886_R_56_10057_100560.94967594.967524nahezu vollständig redundant
887_R_56_10057_100550.92204392.204326nahezu vollständig redundant
888_R_56_10057_100480.88233488.233444nahezu vollständig redundant
889_R_56_10057_100590.83943583.943544nahezu vollständig redundant
890_R_56_10057_100580.92610292.610210nahezu vollständig redundant
891_R_56_10057_100560.94967494.967417nahezu vollständig redundant
892_R_56_10057_100550.92204392.204330nahezu vollständig redundant
893_R_56_10057_100480.88233488.233440nahezu vollständig redundant
894_R_57_10055_100570.94136794.136651nahezu vollständig redundant
895_R_57_10055_100580.83671183.671078nahezu vollständig redundant
896_R_57_10055_100560.97987797.987705nahezu vollständig redundant
897_R_57_10055_100540.88334188.334085nahezu vollständig redundant
898_R_57_10055_100460.88302088.302017nahezu vollständig redundant
899_R_57_10055_100570.94136794.136660nahezu vollständig redundant
900_R_57_10055_100580.83671183.671093nahezu vollständig redundant
901_R_57_10055_100560.97987797.987676nahezu vollständig redundant
902_R_57_10055_100540.88334088.334033nahezu vollständig redundant
903_R_57_10055_100460.88302188.302073nahezu vollständig redundant
904_R_57_10055_100570.94136794.136719nahezu vollständig redundant
905_R_57_10055_100580.83671183.671074nahezu vollständig redundant
906_R_57_10055_100560.97987797.987700nahezu vollständig redundant
907_R_57_10055_100540.88334088.334019nahezu vollständig redundant
908_R_57_10055_100460.88302188.302067nahezu vollständig redundant
909_R_58_10056_100580.83157483.157366nahezu vollständig redundant
910_R_58_10056_100570.94884794.884663nahezu vollständig redundant
911_R_58_10056_100540.80960080.960031nahezu vollständig redundant
912_R_58_10056_100550.97628797.628695nahezu vollständig redundant
913_R_58_10056_100580.83157283.157227nahezu vollständig redundant
914_R_58_10056_100570.94884694.884574nahezu vollständig redundant
915_R_58_10056_100540.80960080.960008nahezu vollständig redundant
916_R_58_10056_100550.97628797.628708nahezu vollständig redundant
917_R_58_10056_100580.83157483.157429nahezu vollständig redundant
918_R_58_10056_100570.94884694.884604nahezu vollständig redundant
919_R_58_10056_100540.80960080.959999nahezu vollständig redundant
920_R_58_10056_100550.97628797.628672nahezu vollständig redundant
921_R_59_10054_100450.85388485.388353nahezu vollständig redundant
922_R_59_10054_100550.89648289.648159nahezu vollständig redundant
923_R_59_10054_100560.84902584.902524nahezu vollständig redundant
924_R_59_10054_100450.85388485.388368nahezu vollständig redundant
925_R_59_10054_100550.89648189.648105nahezu vollständig redundant
926_R_59_10054_100560.84902584.902515nahezu vollständig redundant
927_R_59_10054_100450.85388485.388403nahezu vollständig redundant
928_R_59_10054_100550.89648189.648108nahezu vollständig redundant
929_R_59_10054_100560.84902584.902479nahezu vollständig redundant
930_R_60_10047_100480.86228086.228036nahezu vollständig redundant
931_R_60_10047_8120.82526182.526127nahezu vollständig redundant
932_R_60_10047_8160.90134790.134692nahezu vollständig redundant
933_R_60_10047_FH30.79627279.627173nahezu vollständig redundant
934_R_60_10047_100480.86227586.227546nahezu vollständig redundant
935_R_60_10047_8120.82526282.526224nahezu vollständig redundant
936_R_60_10047_8160.90134690.134649nahezu vollständig redundant
937_R_60_10047_FH30.79627479.627394nahezu vollständig redundant
938_R_60_10047_100480.86227786.227662nahezu vollständig redundant
939_R_60_10047_8120.82526082.525968nahezu vollständig redundant
940_R_60_10047_8160.90134690.134578nahezu vollständig redundant
941_R_60_10047_FH30.79627679.627602nahezu vollständig redundant
942_R_61_10046_100480.77417777.417745nahezu vollständig redundant
943_R_61_10046_FH30.78211878.211814nahezu vollständig redundant
944_R_61_10046_8120.87319587.319538nahezu vollständig redundant
945_R_61_10046_100480.77417677.417565nahezu vollständig redundant
946_R_61_10046_FH30.78211878.211800nahezu vollständig redundant
947_R_61_10046_8120.87319687.319582nahezu vollständig redundant
948_R_61_10046_100480.77417877.417788nahezu vollständig redundant
949_R_61_10046_FH30.78211878.211765nahezu vollständig redundant
950_R_61_10046_8120.87319987.319907nahezu vollständig redundant
951_R_62_10048_100460.82879782.879667nahezu vollständig redundant
952_R_62_10048_8120.79897879.897841nahezu vollständig redundant
953_R_62_10048_8160.95326595.326458nahezu vollständig redundant
954_R_62_10048_FH30.97006797.006672nahezu vollständig redundant
955_R_62_10048_100460.82879582.879481nahezu vollständig redundant
956_R_62_10048_8120.79897879.897799nahezu vollständig redundant
957_R_62_10048_8160.95326595.326483nahezu vollständig redundant
958_R_62_10048_FH30.97006997.006938nahezu vollständig redundant
959_R_62_10048_100460.82879382.879273nahezu vollständig redundant
960_R_62_10048_8120.79897679.897624nahezu vollständig redundant
961_R_62_10048_8160.95326495.326377nahezu vollständig redundant
962_R_62_10048_FH30.97007297.007154nahezu vollständig redundant
963_R_63_10056_100550.94195594.195463nahezu vollständig redundant
964_R_63_10056_6660.70491370.491251nahezu vollständig redundant
965_R_63_10056_100550.94195694.195556nahezu vollständig redundant
966_R_63_10056_6660.70491370.491345nahezu vollständig redundant
967_R_63_10056_100550.94195594.195460nahezu vollständig redundant
968_R_63_10056_6660.70491270.491241nahezu vollständig redundant
969_R_64_10055_100560.89325389.325300nahezu vollständig redundant
970_R_64_10055_6660.73313873.313779nahezu vollständig redundant
971_R_64_10055_100560.89325289.325193nahezu vollständig redundant
972_R_64_10055_6660.73313873.313818nahezu vollständig redundant
973_R_64_10055_100560.89325289.325222nahezu vollständig redundant
974_R_64_10055_6660.73313673.313638nahezu vollständig redundant
975_R_65_10054_100550.70158570.158518nahezu vollständig redundant
976_R_65_10054_6660.85550585.550473nahezu vollständig redundant
977_R_65_10054_100550.70158270.158187nahezu vollständig redundant
978_R_65_10054_6660.85550685.550593nahezu vollständig redundant
979_R_65_10054_100550.70158370.158291nahezu vollständig redundant
980_R_65_10054_6660.85550485.550367nahezu vollständig redundant
981_R_66_10035_100370.70599670.599634nahezu vollständig redundant
982_R_66_10035_FH110.93942093.941999nahezu vollständig redundant
983_R_66_10035_FH140.94863394.863347nahezu vollständig redundant
984_R_66_10035_100370.70599670.599568nahezu vollständig redundant
985_R_66_10035_FH110.93942093.941969nahezu vollständig redundant
986_R_66_10035_FH140.94863294.863211nahezu vollständig redundant
987_R_66_10035_100370.70599770.599715nahezu vollständig redundant
988_R_66_10035_FH110.93941993.941893nahezu vollständig redundant
989_R_66_10035_FH140.94863194.863079nahezu vollständig redundant
990_R_67_10036_100370.94749494.749429nahezu vollständig redundant
991_R_67_10036_FH110.82757382.757329nahezu vollständig redundant
992_R_67_10036_FH140.82594382.594344nahezu vollständig redundant
993_R_67_10036_100370.94749494.749377nahezu vollständig redundant
994_R_67_10036_FH110.82757382.757325nahezu vollständig redundant
995_R_67_10036_FH140.82593982.593940nahezu vollständig redundant
996_R_67_10036_100370.94749394.749322nahezu vollständig redundant
997_R_67_10036_FH110.82757282.757206nahezu vollständig redundant
998_R_67_10036_FH140.82594182.594085nahezu vollständig redundant
999_R_68_10034_100350.78901678.901631nahezu vollständig redundant
1000_R_68_10034_FH140.85653485.653383nahezu vollständig redundant
1001_R_68_10034_100350.78901478.901407nahezu vollständig redundant
1002_R_68_10034_FH140.85653385.653268nahezu vollständig redundant
1003_R_68_10034_100350.78901778.901733nahezu vollständig redundant
1004_R_68_10034_FH140.85653485.653359nahezu vollständig redundant
1005_R_69_10037_100400.94190894.190792nahezu vollständig redundant
1006_R_69_10037_FH40.86675786.675727nahezu vollständig redundant
1007_R_69_10037_FH110.75049575.049546nahezu vollständig redundant
1008_R_69_10037_100400.94190894.190787nahezu vollständig redundant
1009_R_69_10037_FH40.86675786.675695nahezu vollständig redundant
1010_R_69_10037_FH110.75049475.049351nahezu vollständig redundant
1011_R_69_10037_100400.94191094.190957nahezu vollständig redundant
1012_R_69_10037_FH40.86675786.675658nahezu vollständig redundant
1013_R_69_10037_FH110.75049475.049439nahezu vollständig redundant
1014_R_70_10041_100400.91055091.055015nahezu vollständig redundant
1015_R_70_10041_FH40.73457473.457383nahezu vollständig redundant
1016_R_70_10041_100400.91055091.054992nahezu vollständig redundant
1017_R_70_10041_FH40.73457773.457671nahezu vollständig redundant
1018_R_70_10041_100400.91054991.054947nahezu vollständig redundant
1019_R_70_10041_FH40.73457573.457500nahezu vollständig redundant
1020_R_71_10007_100150.67083167.083147gut kontrollierbar
1021_R_71_10007_FH130.97418397.418312nahezu vollständig redundant
1022_R_71_10007_100150.67083667.083575gut kontrollierbar
1023_R_71_10007_FH130.97418397.418270nahezu vollständig redundant
1024_R_71_10007_100150.67083267.083191gut kontrollierbar
1025_R_71_10007_FH130.97417997.417904nahezu vollständig redundant
1026_R_72_10015_100070.84268784.268748nahezu vollständig redundant
1027_R_72_10015_FH130.81398181.398138nahezu vollständig redundant
1028_R_72_10015_100070.84269084.269037nahezu vollständig redundant
1029_R_72_10015_FH130.81398281.398199nahezu vollständig redundant
1030_R_72_10015_100070.84269084.269024nahezu vollständig redundant
1031_R_72_10015_FH130.81398281.398244nahezu vollständig redundant
1033_R_73_10008_FH130.74474474.474449nahezu vollständig redundant
1034_R_73_10008_100070.74895874.895775nahezu vollständig redundant
1035_R_73_10008_FH130.74474574.474517nahezu vollständig redundant
1036_R_73_10008_100070.74895874.895848nahezu vollständig redundant
1038_R_74_10033_100320.70450770.450703nahezu vollständig redundant
1039_R_74_10033_FH150.80874380.874263nahezu vollständig redundant
1040_R_74_10033_100320.70450670.450559nahezu vollständig redundant
1041_R_74_10033_FH150.80873780.873652nahezu vollständig redundant
1042_R_74_10033_100320.70450270.450174nahezu vollständig redundant
1043_R_74_10033_FH150.80873980.873882nahezu vollständig redundant
1044_R_75_10032_100330.85456185.456148nahezu vollständig redundant
1045_R_75_10032_FH150.75263275.263166nahezu vollständig redundant
1046_R_75_10032_100330.85455985.455900nahezu vollständig redundant
1047_R_75_10032_FH150.75263875.263810nahezu vollständig redundant
1048_R_75_10032_100330.85456185.456082nahezu vollständig redundant
1049_R_75_10032_FH150.75263775.263660nahezu vollständig redundant
54_ZW_1_10009_100060.99988199.988115nahezu vollständig redundant
55_ZW_1_10009_100100.99976299.976176nahezu vollständig redundant
56_ZW_1_10009_100180.99986599.986542nahezu vollständig redundant
57_ZW_1_10009_100080.99969099.969047nahezu vollständig redundant
58_ZW_1_10009_100060.99988199.988115nahezu vollständig redundant
59_ZW_1_10009_100100.99976299.976176nahezu vollständig redundant
60_ZW_1_10009_100180.99986599.986542nahezu vollständig redundant
61_ZW_1_10009_100080.99969099.969047nahezu vollständig redundant
62_ZW_1_10009_100060.99988199.988115nahezu vollständig redundant
63_ZW_1_10009_100100.99976299.976176nahezu vollständig redundant
64_ZW_1_10009_100180.99986599.986542nahezu vollständig redundant
65_ZW_1_10009_100080.99969099.969048nahezu vollständig redundant
66_ZW_2_10006_100090.99988199.988116nahezu vollständig redundant
67_ZW_2_10006_100050.99988199.988061nahezu vollständig redundant
68_ZW_2_10006_100030.99966299.966199nahezu vollständig redundant
69_ZW_2_10006_100040.99986199.986101nahezu vollständig redundant
70_ZW_2_10006_100100.99987099.986985nahezu vollständig redundant
71_ZW_2_10006_100180.99978099.978045nahezu vollständig redundant
72_ZW_2_10006_100090.99988199.988116nahezu vollständig redundant
73_ZW_2_10006_100050.99988199.988061nahezu vollständig redundant
74_ZW_2_10006_100030.99966299.966199nahezu vollständig redundant
75_ZW_2_10006_100040.99986199.986102nahezu vollständig redundant
76_ZW_2_10006_100100.99987099.986985nahezu vollständig redundant
77_ZW_2_10006_100180.99978099.978045nahezu vollständig redundant
78_ZW_2_10006_100090.99988199.988116nahezu vollständig redundant
79_ZW_2_10006_100050.99988199.988061nahezu vollständig redundant
80_ZW_2_10006_100030.99966299.966199nahezu vollständig redundant
81_ZW_2_10006_100040.99986199.986101nahezu vollständig redundant
82_ZW_2_10006_100100.99987099.986985nahezu vollständig redundant
83_ZW_2_10006_100180.99978099.978045nahezu vollständig redundant
84_ZW_3_10008_100090.99969199.969051nahezu vollständig redundant
85_ZW_3_10008_100070.99986899.986828nahezu vollständig redundant
86_ZW_3_10008_100050.99988999.988868nahezu vollständig redundant
87_ZW_3_10008_100090.99969199.969052nahezu vollständig redundant
88_ZW_3_10008_100070.99986899.986828nahezu vollständig redundant
89_ZW_3_10008_100050.99988999.988868nahezu vollständig redundant
90_ZW_3_10008_100090.99969199.969051nahezu vollständig redundant
91_ZW_3_10008_100070.99986899.986828nahezu vollständig redundant
92_ZW_3_10008_100050.99988999.988868nahezu vollständig redundant
93_ZW_4_10005_100080.99988999.988867nahezu vollständig redundant
94_ZW_4_10005_100030.99969799.969704nahezu vollständig redundant
95_ZW_4_10005_100010.99960299.960227nahezu vollständig redundant
96_ZW_4_10005_100020.99950699.950552nahezu vollständig redundant
97_ZW_4_10005_100040.99973899.973758nahezu vollständig redundant
98_ZW_4_10005_100060.99988199.988061nahezu vollständig redundant
99_ZW_4_10005_100080.99988999.988867nahezu vollständig redundant
100_ZW_4_10005_100030.99969799.969705nahezu vollständig redundant
101_ZW_4_10005_100010.99960299.960227nahezu vollständig redundant
102_ZW_4_10005_100020.99950699.950552nahezu vollständig redundant
103_ZW_4_10005_100040.99973899.973757nahezu vollständig redundant
104_ZW_4_10005_100060.99988199.988061nahezu vollständig redundant
105_ZW_4_10005_100080.99988999.988867nahezu vollständig redundant
106_ZW_4_10005_100030.99969799.969704nahezu vollständig redundant
107_ZW_4_10005_100010.99960299.960227nahezu vollständig redundant
108_ZW_4_10005_100020.99950699.950552nahezu vollständig redundant
109_ZW_4_10005_100040.99973899.973758nahezu vollständig redundant
110_ZW_4_10005_100060.99988199.988061nahezu vollständig redundant
111_ZW_5_10004_100050.99973899.973760nahezu vollständig redundant
112_ZW_5_10004_100030.99950699.950557nahezu vollständig redundant
113_ZW_5_10004_100020.99974399.974332nahezu vollständig redundant
114_ZW_5_10004_100060.99986199.986101nahezu vollständig redundant
115_ZW_5_10004_100050.99973899.973760nahezu vollständig redundant
116_ZW_5_10004_100030.99950699.950557nahezu vollständig redundant
117_ZW_5_10004_100020.99974399.974332nahezu vollständig redundant
118_ZW_5_10004_100060.99986199.986101nahezu vollständig redundant
119_ZW_5_10004_100050.99973899.973760nahezu vollständig redundant
120_ZW_5_10004_100030.99950699.950557nahezu vollständig redundant
121_ZW_5_10004_100020.99974399.974332nahezu vollständig redundant
122_ZW_5_10004_100060.99986199.986101nahezu vollständig redundant
123_ZW_6_10003_100040.99950699.950555nahezu vollständig redundant
124_ZW_6_10003_100060.99966299.966199nahezu vollständig redundant
125_ZW_6_10003_100050.99969799.969704nahezu vollständig redundant
126_ZW_6_10003_100070.99988699.988584nahezu vollständig redundant
127_ZW_6_10003_100160.99978599.978479nahezu vollständig redundant
128_ZW_6_10003_100010.99978399.978251nahezu vollständig redundant
129_ZW_6_10003_100020.99923399.923334nahezu vollständig redundant
130_ZW_6_10003_100040.99950699.950556nahezu vollständig redundant
131_ZW_6_10003_100060.99966299.966198nahezu vollständig redundant
132_ZW_6_10003_100050.99969799.969705nahezu vollständig redundant
133_ZW_6_10003_100070.99988699.988584nahezu vollständig redundant
134_ZW_6_10003_100160.99978599.978479nahezu vollständig redundant
135_ZW_6_10003_100010.99978399.978250nahezu vollständig redundant
136_ZW_6_10003_100020.99923399.923333nahezu vollständig redundant
137_ZW_6_10003_100040.99950699.950556nahezu vollständig redundant
138_ZW_6_10003_100060.99966299.966199nahezu vollständig redundant
139_ZW_6_10003_100050.99969799.969704nahezu vollständig redundant
140_ZW_6_10003_100070.99988699.988584nahezu vollständig redundant
141_ZW_6_10003_100160.99978599.978479nahezu vollständig redundant
142_ZW_6_10003_100010.99978399.978251nahezu vollständig redundant
143_ZW_6_10003_100020.99923399.923333nahezu vollständig redundant
144_ZW_7_10002_100030.99923399.923336nahezu vollständig redundant
145_ZW_7_10002_100010.99911399.911335nahezu vollständig redundant
146_ZW_7_10002_100040.99974399.974332nahezu vollständig redundant
147_ZW_7_10002_100060.99964099.964007nahezu vollständig redundant
148_ZW_7_10002_100050.99950699.950553nahezu vollständig redundant
149_ZW_7_10002_100030.99923399.923337nahezu vollständig redundant
150_ZW_7_10002_100010.99911399.911335nahezu vollständig redundant
151_ZW_7_10002_100040.99974399.974332nahezu vollständig redundant
152_ZW_7_10002_100060.99964099.964007nahezu vollständig redundant
153_ZW_7_10002_100050.99950699.950553nahezu vollständig redundant
154_ZW_7_10002_100030.99923399.923336nahezu vollständig redundant
155_ZW_7_10002_100010.99911399.911335nahezu vollständig redundant
156_ZW_7_10002_100040.99974399.974332nahezu vollständig redundant
157_ZW_7_10002_100060.99964099.964007nahezu vollständig redundant
158_ZW_7_10002_100050.99950699.950553nahezu vollständig redundant
159_ZW_8_10001_100020.99911399.911332nahezu vollständig redundant
160_ZW_8_10001_100050.99960299.960227nahezu vollständig redundant
161_ZW_8_10001_100030.99978399.978250nahezu vollständig redundant
162_ZW_8_10001_100110.99977999.977887nahezu vollständig redundant
163_ZW_8_10001_100020.99911399.911333nahezu vollständig redundant
164_ZW_8_10001_100050.99960299.960227nahezu vollständig redundant
165_ZW_8_10001_100030.99978399.978251nahezu vollständig redundant
166_ZW_8_10001_100110.99977999.977887nahezu vollständig redundant
167_ZW_8_10001_100020.99911399.911333nahezu vollständig redundant
168_ZW_8_10001_100050.99960299.960227nahezu vollständig redundant
169_ZW_8_10001_100030.99978399.978251nahezu vollständig redundant
170_ZW_8_10001_100110.99977999.977887nahezu vollständig redundant
171_ZW_9_10010_100060.99987099.986986nahezu vollständig redundant
172_ZW_9_10010_100260.99980799.980675nahezu vollständig redundant
173_ZW_9_10010_100270.99958899.958789nahezu vollständig redundant
174_ZW_9_10010_100180.99966399.966277nahezu vollständig redundant
175_ZW_9_10010_100090.99976299.976179nahezu vollständig redundant
176_ZW_9_10010_100060.99987099.986986nahezu vollständig redundant
177_ZW_9_10010_100260.99980799.980675nahezu vollständig redundant
178_ZW_9_10010_100270.99958899.958789nahezu vollständig redundant
179_ZW_9_10010_100180.99966399.966277nahezu vollständig redundant
180_ZW_9_10010_100090.99976299.976179nahezu vollständig redundant
181_ZW_9_10010_100060.99987099.986986nahezu vollständig redundant
182_ZW_9_10010_100260.99980799.980675nahezu vollständig redundant
183_ZW_9_10010_100270.99958899.958789nahezu vollständig redundant
184_ZW_9_10010_100180.99966399.966277nahezu vollständig redundant
185_ZW_9_10010_100090.99976299.976179nahezu vollständig redundant
186_ZW_10_10018_100100.99966399.966275nahezu vollständig redundant
187_ZW_10_10018_100260.99957899.957754nahezu vollständig redundant
188_ZW_10_10018_100430.99943999.943937nahezu vollständig redundant
189_ZW_10_10018_100270.99978499.978397nahezu vollständig redundant
190_ZW_10_10018_100090.99986599.986542nahezu vollständig redundant
191_ZW_10_10018_100100.99966399.966275nahezu vollständig redundant
192_ZW_10_10018_100260.99957899.957754nahezu vollständig redundant
193_ZW_10_10018_100430.99943999.943937nahezu vollständig redundant
194_ZW_10_10018_100270.99978499.978397nahezu vollständig redundant
195_ZW_10_10018_100090.99986599.986542nahezu vollständig redundant
196_ZW_10_10018_100100.99966399.966275nahezu vollständig redundant
197_ZW_10_10018_100260.99957899.957754nahezu vollständig redundant
198_ZW_10_10018_100430.99943999.943937nahezu vollständig redundant
199_ZW_10_10018_100270.99978499.978397nahezu vollständig redundant
200_ZW_10_10018_100090.99986599.986542nahezu vollständig redundant
201_ZW_11_10026_100180.99957899.957761nahezu vollständig redundant
202_ZW_11_10026_100100.99980799.980676nahezu vollständig redundant
203_ZW_11_10026_100430.99976499.976386nahezu vollständig redundant
204_ZW_11_10026_100440.99960499.960395nahezu vollständig redundant
205_ZW_11_10026_100270.99951499.951445nahezu vollständig redundant
206_ZW_11_10026_100210.99988899.988789nahezu vollständig redundant
207_ZW_11_10026_100200.99988999.988856nahezu vollständig redundant
208_ZW_11_10026_100180.99957899.957761nahezu vollständig redundant
209_ZW_11_10026_100100.99980799.980676nahezu vollständig redundant
210_ZW_11_10026_100430.99976499.976386nahezu vollständig redundant
211_ZW_11_10026_100440.99960499.960395nahezu vollständig redundant
212_ZW_11_10026_100270.99951499.951445nahezu vollständig redundant
213_ZW_11_10026_100210.99988899.988789nahezu vollständig redundant
214_ZW_11_10026_100200.99988999.988856nahezu vollständig redundant
215_ZW_11_10026_100180.99957899.957761nahezu vollständig redundant
216_ZW_11_10026_100100.99980799.980676nahezu vollständig redundant
217_ZW_11_10026_100430.99976499.976386nahezu vollständig redundant
218_ZW_11_10026_100440.99960499.960395nahezu vollständig redundant
219_ZW_11_10026_100270.99951499.951445nahezu vollständig redundant
220_ZW_11_10026_100210.99988899.988789nahezu vollständig redundant
221_ZW_11_10026_100200.99988999.988856nahezu vollständig redundant
222_ZW_12_10021_100260.99988899.988789nahezu vollständig redundant
223_ZW_12_10021_100240.99976199.976082nahezu vollständig redundant
224_ZW_12_10021_100250.99971999.971879nahezu vollständig redundant
225_ZW_12_10021_100220.99990199.990106nahezu vollständig redundant
226_ZW_12_10021_100230.99982399.982331nahezu vollständig redundant
227_ZW_12_10021_100200.99979199.979139nahezu vollständig redundant
228_ZW_12_10021_100190.99974099.974007nahezu vollständig redundant
229_ZW_12_10021_100260.99988899.988789nahezu vollständig redundant
230_ZW_12_10021_100240.99976199.976082nahezu vollständig redundant
231_ZW_12_10021_100250.99971999.971879nahezu vollständig redundant
232_ZW_12_10021_100220.99990199.990105nahezu vollständig redundant
233_ZW_12_10021_100230.99982399.982331nahezu vollständig redundant
234_ZW_12_10021_100200.99979199.979139nahezu vollständig redundant
235_ZW_12_10021_100190.99974099.974007nahezu vollständig redundant
236_ZW_12_10021_100260.99988899.988789nahezu vollständig redundant
237_ZW_12_10021_100240.99976199.976082nahezu vollständig redundant
238_ZW_12_10021_100250.99971999.971879nahezu vollständig redundant
239_ZW_12_10021_100220.99990199.990105nahezu vollständig redundant
240_ZW_12_10021_100230.99982399.982330nahezu vollständig redundant
241_ZW_12_10021_100200.99979199.979139nahezu vollständig redundant
242_ZW_12_10021_100190.99974099.974007nahezu vollständig redundant
243_ZW_13_10020_100210.99979199.979141nahezu vollständig redundant
244_ZW_13_10020_100220.99972899.972833nahezu vollständig redundant
245_ZW_13_10020_100240.99966099.965994nahezu vollständig redundant
246_ZW_13_10020_100250.99965599.965494nahezu vollständig redundant
247_ZW_13_10020_100230.99968599.968546nahezu vollständig redundant
248_ZW_13_10020_100190.99989699.989621nahezu vollständig redundant
249_ZW_13_10020_100260.99988999.988857nahezu vollständig redundant
250_ZW_13_10020_100210.99979199.979141nahezu vollständig redundant
251_ZW_13_10020_100220.99972899.972833nahezu vollständig redundant
252_ZW_13_10020_100240.99966099.965993nahezu vollständig redundant
253_ZW_13_10020_100250.99965599.965494nahezu vollständig redundant
254_ZW_13_10020_100230.99968599.968546nahezu vollständig redundant
255_ZW_13_10020_100190.99989699.989621nahezu vollständig redundant
256_ZW_13_10020_100260.99988999.988857nahezu vollständig redundant
257_ZW_13_10020_100210.99979199.979143nahezu vollständig redundant
258_ZW_13_10020_100220.99972899.972832nahezu vollständig redundant
259_ZW_13_10020_100240.99966099.965994nahezu vollständig redundant
260_ZW_13_10020_100250.99965599.965494nahezu vollständig redundant
261_ZW_13_10020_100230.99968599.968547nahezu vollständig redundant
262_ZW_13_10020_100190.99989699.989621nahezu vollständig redundant
263_ZW_13_10020_100260.99988999.988856nahezu vollständig redundant
264_ZW_14_10019_100200.99989699.989621nahezu vollständig redundant
265_ZW_14_10019_100330.99968499.968350nahezu vollständig redundant
266_ZW_14_10019_100170.99989299.989166nahezu vollständig redundant
267_ZW_14_10019_100260.99982599.982485nahezu vollständig redundant
268_ZW_14_10019_100210.99974099.974008nahezu vollständig redundant
269_ZW_14_10019_100200.99989699.989621nahezu vollständig redundant
270_ZW_14_10019_100330.99968499.968350nahezu vollständig redundant
271_ZW_14_10019_100170.99989299.989166nahezu vollständig redundant
272_ZW_14_10019_100260.99982599.982485nahezu vollständig redundant
273_ZW_14_10019_100210.99974099.974008nahezu vollständig redundant
274_ZW_14_10019_100200.99989699.989621nahezu vollständig redundant
275_ZW_14_10019_100330.99968499.968350nahezu vollständig redundant
276_ZW_14_10019_100170.99989299.989166nahezu vollständig redundant
277_ZW_14_10019_100260.99982599.982485nahezu vollständig redundant
278_ZW_14_10019_100210.99974099.974007nahezu vollständig redundant
279_ZW_15_10027_100260.99951499.951448nahezu vollständig redundant
280_ZW_15_10027_100100.99958899.958788nahezu vollständig redundant
281_ZW_15_10027_100180.99978499.978396nahezu vollständig redundant
282_ZW_15_10027_100430.99932599.932462nahezu vollständig redundant
283_ZW_15_10027_100440.99958499.958429nahezu vollständig redundant
284_ZW_15_10027_100250.99935499.935376nahezu vollständig redundant
285_ZW_15_10027_100260.99951499.951447nahezu vollständig redundant
286_ZW_15_10027_100100.99958899.958788nahezu vollständig redundant
287_ZW_15_10027_100180.99978499.978397nahezu vollständig redundant
288_ZW_15_10027_100430.99932599.932461nahezu vollständig redundant
289_ZW_15_10027_100440.99958499.958429nahezu vollständig redundant
290_ZW_15_10027_100250.99935499.935376nahezu vollständig redundant
291_ZW_15_10027_100260.99951499.951447nahezu vollständig redundant
292_ZW_15_10027_100100.99958899.958788nahezu vollständig redundant
293_ZW_15_10027_100180.99978499.978397nahezu vollständig redundant
294_ZW_15_10027_100430.99932599.932461nahezu vollständig redundant
295_ZW_15_10027_100440.99958499.958429nahezu vollständig redundant
296_ZW_15_10027_100250.99935499.935378nahezu vollständig redundant
297_ZW_16_10022_100210.99990199.990107nahezu vollständig redundant
298_ZW_16_10022_100240.99982199.982086nahezu vollständig redundant
299_ZW_16_10022_100250.99975999.975865nahezu vollständig redundant
300_ZW_16_10022_100230.99990299.990195nahezu vollständig redundant
301_ZW_16_10022_100200.99972899.972833nahezu vollständig redundant
302_ZW_16_10022_100210.99990199.990107nahezu vollständig redundant
303_ZW_16_10022_100240.99982199.982085nahezu vollständig redundant
304_ZW_16_10022_100250.99975999.975865nahezu vollständig redundant
305_ZW_16_10022_100230.99990299.990195nahezu vollständig redundant
306_ZW_16_10022_100200.99972899.972832nahezu vollständig redundant
307_ZW_16_10022_100210.99990199.990107nahezu vollständig redundant
308_ZW_16_10022_100240.99982199.982084nahezu vollständig redundant
309_ZW_16_10022_100250.99975999.975865nahezu vollständig redundant
310_ZW_16_10022_100230.99990299.990195nahezu vollständig redundant
311_ZW_16_10022_100200.99972899.972832nahezu vollständig redundant
312_ZW_17_10023_100220.99990299.990195nahezu vollständig redundant
313_ZW_17_10023_100240.99989999.989867nahezu vollständig redundant
314_ZW_17_10023_100250.99981799.981670nahezu vollständig redundant
315_ZW_17_10023_100200.99968599.968545nahezu vollständig redundant
316_ZW_17_10023_100210.99982399.982331nahezu vollständig redundant
317_ZW_17_10023_100220.99990299.990194nahezu vollständig redundant
318_ZW_17_10023_100240.99989999.989866nahezu vollständig redundant
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320_ZW_17_10023_100200.99968599.968545nahezu vollständig redundant
321_ZW_17_10023_100210.99982399.982331nahezu vollständig redundant
322_ZW_17_10023_100220.99990299.990194nahezu vollständig redundant
323_ZW_17_10023_100240.99989999.989867nahezu vollständig redundant
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325_ZW_17_10023_100200.99968599.968544nahezu vollständig redundant
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327_ZW_18_10024_100230.99989999.989866nahezu vollständig redundant
328_ZW_18_10024_100200.99966099.965992nahezu vollständig redundant
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330_ZW_18_10024_100210.99976199.976082nahezu vollständig redundant
331_ZW_18_10024_100250.99989799.989698nahezu vollständig redundant
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333_ZW_18_10024_100200.99966099.965991nahezu vollständig redundant
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335_ZW_18_10024_100210.99976199.976082nahezu vollständig redundant
336_ZW_18_10024_100250.99989799.989699nahezu vollständig redundant
337_ZW_18_10024_100230.99989999.989866nahezu vollständig redundant
338_ZW_18_10024_100200.99966099.965992nahezu vollständig redundant
339_ZW_18_10024_100220.99982199.982084nahezu vollständig redundant
340_ZW_18_10024_100210.99976199.976082nahezu vollständig redundant
341_ZW_18_10024_100250.99989799.989698nahezu vollständig redundant
342_ZW_19_10025_100240.99989799.989697nahezu vollständig redundant
343_ZW_19_10025_100210.99971999.971880nahezu vollständig redundant
344_ZW_19_10025_100220.99975999.975865nahezu vollständig redundant
345_ZW_19_10025_100200.99965599.965496nahezu vollständig redundant
346_ZW_19_10025_100230.99981799.981670nahezu vollständig redundant
347_ZW_19_10025_100330.99988499.988351nahezu vollständig redundant
348_ZW_19_10025_100270.99935499.935373nahezu vollständig redundant
349_ZW_19_10025_100240.99989799.989697nahezu vollständig redundant
350_ZW_19_10025_100210.99971999.971880nahezu vollständig redundant
351_ZW_19_10025_100220.99975999.975866nahezu vollständig redundant
352_ZW_19_10025_100200.99965599.965495nahezu vollständig redundant
353_ZW_19_10025_100230.99981799.981670nahezu vollständig redundant
354_ZW_19_10025_100330.99988499.988351nahezu vollständig redundant
355_ZW_19_10025_100270.99935499.935372nahezu vollständig redundant
356_ZW_19_10025_100240.99989799.989697nahezu vollständig redundant
357_ZW_19_10025_100210.99971999.971880nahezu vollständig redundant
358_ZW_19_10025_100220.99975999.975865nahezu vollständig redundant
359_ZW_19_10025_100200.99965599.965495nahezu vollständig redundant
360_ZW_19_10025_100230.99981799.981670nahezu vollständig redundant
361_ZW_19_10025_100330.99988499.988351nahezu vollständig redundant
362_ZW_19_10025_100270.99935499.935372nahezu vollständig redundant
363_ZW_20_10043_100270.99932599.932458nahezu vollständig redundant
364_ZW_20_10043_100260.99976499.976387nahezu vollständig redundant
365_ZW_20_10043_100520.99977399.977336nahezu vollständig redundant
366_ZW_20_10043_100440.99939899.939773nahezu vollständig redundant
367_ZW_20_10043_100420.99933699.933582nahezu vollständig redundant
368_ZW_20_10043_100270.99932599.932456nahezu vollständig redundant
369_ZW_20_10043_100260.99976499.976387nahezu vollständig redundant
370_ZW_20_10043_100520.99977399.977336nahezu vollständig redundant
371_ZW_20_10043_100440.99939899.939774nahezu vollständig redundant
372_ZW_20_10043_100420.99933699.933584nahezu vollständig redundant
373_ZW_20_10043_100270.99932599.932457nahezu vollständig redundant
374_ZW_20_10043_100260.99976499.976387nahezu vollständig redundant
375_ZW_20_10043_100520.99977399.977336nahezu vollständig redundant
376_ZW_20_10043_100440.99939899.939774nahezu vollständig redundant
377_ZW_20_10043_100420.99933699.933582nahezu vollständig redundant
378_ZW_21_10044_100270.99958499.958427nahezu vollständig redundant
379_ZW_21_10044_100430.99939899.939774nahezu vollständig redundant
380_ZW_21_10044_100520.99929699.929646nahezu vollständig redundant
381_ZW_21_10044_100530.99988599.988549nahezu vollständig redundant
382_ZW_21_10044_100370.99980299.980177nahezu vollständig redundant
383_ZW_21_10044_100400.99989699.989550nahezu vollständig redundant
384_ZW_21_10044_100420.99969499.969370nahezu vollständig redundant
385_ZW_21_10044_100270.99958499.958428nahezu vollständig redundant
386_ZW_21_10044_100430.99939899.939777nahezu vollständig redundant
387_ZW_21_10044_100520.99929699.929645nahezu vollständig redundant
388_ZW_21_10044_100530.99988599.988549nahezu vollständig redundant
389_ZW_21_10044_100370.99980299.980177nahezu vollständig redundant
390_ZW_21_10044_100400.99989699.989550nahezu vollständig redundant
391_ZW_21_10044_100420.99969499.969370nahezu vollständig redundant
392_ZW_21_10044_100270.99958499.958428nahezu vollständig redundant
393_ZW_21_10044_100430.99939899.939776nahezu vollständig redundant
394_ZW_21_10044_100520.99929699.929645nahezu vollständig redundant
395_ZW_21_10044_100530.99988599.988549nahezu vollständig redundant
396_ZW_21_10044_100370.99980299.980177nahezu vollständig redundant
397_ZW_21_10044_100400.99989699.989550nahezu vollständig redundant
398_ZW_21_10044_100420.99969499.969371nahezu vollständig redundant
399_ZW_22_10042_100430.99933699.933580nahezu vollständig redundant
400_ZW_22_10042_100440.99969499.969368nahezu vollständig redundant
401_ZW_22_10042_100400.99978799.978747nahezu vollständig redundant
402_ZW_22_10042_100410.99988699.988636nahezu vollständig redundant
403_ZW_22_10042_100430.99933699.933580nahezu vollständig redundant
404_ZW_22_10042_100440.99969499.969370nahezu vollständig redundant
405_ZW_22_10042_100400.99978799.978747nahezu vollständig redundant
406_ZW_22_10042_100410.99988699.988636nahezu vollständig redundant
407_ZW_22_10042_100430.99933699.933581nahezu vollständig redundant
408_ZW_22_10042_100440.99969499.969370nahezu vollständig redundant
409_ZW_22_10042_100400.99978799.978747nahezu vollständig redundant
410_ZW_22_10042_100410.99988699.988636nahezu vollständig redundant
411_ZW_23_10041_100420.99988699.988636nahezu vollständig redundant
412_ZW_23_10041_100440.99978699.978586nahezu vollständig redundant
413_ZW_23_10041_100400.99988299.988169nahezu vollständig redundant
414_ZW_23_10041_100380.99970499.970389nahezu vollständig redundant
415_ZW_23_10041_100420.99988699.988636nahezu vollständig redundant
416_ZW_23_10041_100440.99978699.978586nahezu vollständig redundant
417_ZW_23_10041_100400.99988299.988169nahezu vollständig redundant
418_ZW_23_10041_100380.99970499.970389nahezu vollständig redundant
419_ZW_23_10041_100420.99988699.988636nahezu vollständig redundant
420_ZW_23_10041_100440.99978699.978586nahezu vollständig redundant
421_ZW_23_10041_100400.99988299.988169nahezu vollständig redundant
422_ZW_23_10041_100380.99970499.970389nahezu vollständig redundant
423_ZW_24_10037_100440.99980299.980177nahezu vollständig redundant
424_ZW_24_10037_100510.99971399.971308nahezu vollständig redundant
425_ZW_24_10037_100360.99944899.944771nahezu vollständig redundant
426_ZW_24_10037_100350.99959099.958963nahezu vollständig redundant
427_ZW_24_10037_100380.99988699.988620nahezu vollständig redundant
428_ZW_24_10037_100390.99980999.980947nahezu vollständig redundant
429_ZW_24_10037_100400.99989099.989021nahezu vollständig redundant
430_ZW_24_10037_100440.99980299.980177nahezu vollständig redundant
431_ZW_24_10037_100510.99971399.971308nahezu vollständig redundant
432_ZW_24_10037_100360.99944899.944772nahezu vollständig redundant
433_ZW_24_10037_100350.99959099.958962nahezu vollständig redundant
434_ZW_24_10037_100380.99988699.988620nahezu vollständig redundant
435_ZW_24_10037_100390.99980999.980947nahezu vollständig redundant
436_ZW_24_10037_100400.99989099.989021nahezu vollständig redundant
437_ZW_24_10037_100440.99980299.980177nahezu vollständig redundant
438_ZW_24_10037_100510.99971399.971308nahezu vollständig redundant
439_ZW_24_10037_100360.99944899.944773nahezu vollständig redundant
440_ZW_24_10037_100350.99959099.958963nahezu vollständig redundant
441_ZW_24_10037_100380.99988699.988620nahezu vollständig redundant
442_ZW_24_10037_100390.99980999.980946nahezu vollständig redundant
443_ZW_24_10037_100400.99989099.989020nahezu vollständig redundant
444_ZW_25_10052_100430.99977399.977337nahezu vollständig redundant
445_ZW_25_10052_100590.99933199.933108nahezu vollständig redundant
446_ZW_25_10052_100530.99933399.933277nahezu vollständig redundant
447_ZW_25_10052_100500.99926799.926744nahezu vollständig redundant
448_ZW_25_10052_100510.99922899.922799nahezu vollständig redundant
449_ZW_25_10052_100440.99929799.929652nahezu vollständig redundant
450_ZW_25_10052_100430.99977399.977337nahezu vollständig redundant
451_ZW_25_10052_100590.99933199.933108nahezu vollständig redundant
452_ZW_25_10052_100530.99933399.933276nahezu vollständig redundant
453_ZW_25_10052_100500.99926799.926744nahezu vollständig redundant
454_ZW_25_10052_100510.99922899.922798nahezu vollständig redundant
455_ZW_25_10052_100440.99929799.929651nahezu vollständig redundant
456_ZW_25_10052_100430.99977399.977337nahezu vollständig redundant
457_ZW_25_10052_100590.99933199.933108nahezu vollständig redundant
458_ZW_25_10052_100530.99933399.933276nahezu vollständig redundant
459_ZW_25_10052_100500.99926799.926744nahezu vollständig redundant
460_ZW_25_10052_100510.99922899.922798nahezu vollständig redundant
461_ZW_25_10052_100440.99929699.929650nahezu vollständig redundant
462_ZW_26_10040_100370.99989099.989020nahezu vollständig redundant
463_ZW_26_10040_100410.99988299.988168nahezu vollständig redundant
464_ZW_26_10040_100420.99978799.978747nahezu vollständig redundant
465_ZW_26_10040_100440.99989699.989550nahezu vollständig redundant
466_ZW_26_10040_100370.99989099.989020nahezu vollständig redundant
467_ZW_26_10040_100410.99988299.988168nahezu vollständig redundant
468_ZW_26_10040_100420.99978799.978747nahezu vollständig redundant
469_ZW_26_10040_100440.99989699.989550nahezu vollständig redundant
470_ZW_26_10040_100370.99989099.989021nahezu vollständig redundant
471_ZW_26_10040_100410.99988299.988168nahezu vollständig redundant
472_ZW_26_10040_100420.99978799.978747nahezu vollständig redundant
473_ZW_26_10040_100440.99989699.989550nahezu vollständig redundant
474_ZW_27_10051_100370.99971399.971309nahezu vollständig redundant
475_ZW_27_10051_100520.99922899.922798nahezu vollständig redundant
476_ZW_27_10051_100530.99983299.983237nahezu vollständig redundant
477_ZW_27_10051_100500.99989799.989727nahezu vollständig redundant
478_ZW_27_10051_100370.99971399.971309nahezu vollständig redundant
479_ZW_27_10051_100520.99922899.922797nahezu vollständig redundant
480_ZW_27_10051_100530.99983299.983237nahezu vollständig redundant
481_ZW_27_10051_100500.99989799.989727nahezu vollständig redundant
482_ZW_27_10051_100370.99971399.971309nahezu vollständig redundant
483_ZW_27_10051_100520.99922899.922796nahezu vollständig redundant
484_ZW_27_10051_100530.99983299.983237nahezu vollständig redundant
485_ZW_27_10051_100500.99989799.989727nahezu vollständig redundant
486_ZW_28_10011_100010.99977999.977887nahezu vollständig redundant
487_ZW_28_10011_100130.99947499.947360nahezu vollständig redundant
488_ZW_28_10011_100170.99953299.953249nahezu vollständig redundant
489_ZW_28_10011_100280.99978299.978250nahezu vollständig redundant
490_ZW_28_10011_100010.99977999.977887nahezu vollständig redundant
491_ZW_28_10011_100130.99947499.947359nahezu vollständig redundant
492_ZW_28_10011_100170.99953299.953249nahezu vollständig redundant
493_ZW_28_10011_100280.99978399.978250nahezu vollständig redundant
494_ZW_28_10011_100010.99977999.977887nahezu vollständig redundant
495_ZW_28_10011_100130.99947499.947359nahezu vollständig redundant
496_ZW_28_10011_100170.99953299.953249nahezu vollständig redundant
497_ZW_28_10011_100280.99978299.978250nahezu vollständig redundant
498_ZW_29_10017_100110.99953299.953249nahezu vollständig redundant
499_ZW_29_10017_100130.99988699.988552nahezu vollständig redundant
500_ZW_29_10017_100120.99980299.980206nahezu vollständig redundant
501_ZW_29_10017_100140.99973799.973667nahezu vollständig redundant
502_ZW_29_10017_100070.99968299.968236nahezu vollständig redundant
503_ZW_29_10017_100160.99967599.967521nahezu vollständig redundant
504_ZW_29_10017_100190.99989299.989168nahezu vollständig redundant
505_ZW_29_10017_100310.99988699.988582nahezu vollständig redundant
506_ZW_29_10017_100110.99953299.953249nahezu vollständig redundant
507_ZW_29_10017_100130.99988699.988552nahezu vollständig redundant
508_ZW_29_10017_100120.99980299.980205nahezu vollständig redundant
509_ZW_29_10017_100140.99973799.973667nahezu vollständig redundant
510_ZW_29_10017_100070.99968299.968236nahezu vollständig redundant
511_ZW_29_10017_100160.99967599.967521nahezu vollständig redundant
512_ZW_29_10017_100190.99989299.989168nahezu vollständig redundant
513_ZW_29_10017_100310.99988699.988582nahezu vollständig redundant
514_ZW_29_10017_100110.99953299.953249nahezu vollständig redundant
515_ZW_29_10017_100130.99988699.988552nahezu vollständig redundant
516_ZW_29_10017_100120.99980299.980205nahezu vollständig redundant
517_ZW_29_10017_100140.99973799.973667nahezu vollständig redundant
518_ZW_29_10017_100070.99968299.968236nahezu vollständig redundant
519_ZW_29_10017_100160.99967599.967521nahezu vollständig redundant
520_ZW_29_10017_100190.99989299.989168nahezu vollständig redundant
521_ZW_29_10017_100310.99988699.988582nahezu vollständig redundant
522_ZW_30_10013_100170.99988699.988552nahezu vollständig redundant
523_ZW_30_10013_100110.99947499.947359nahezu vollständig redundant
524_ZW_30_10013_100120.99989299.989151nahezu vollständig redundant
525_ZW_30_10013_100170.99988699.988552nahezu vollständig redundant
526_ZW_30_10013_100110.99947499.947359nahezu vollständig redundant
527_ZW_30_10013_100120.99989299.989151nahezu vollständig redundant
528_ZW_30_10013_100170.99988699.988552nahezu vollständig redundant
529_ZW_30_10013_100110.99947499.947358nahezu vollständig redundant
530_ZW_30_10013_100120.99989299.989151nahezu vollständig redundant
531_ZW_31_10007_100080.99986899.986829nahezu vollständig redundant
532_ZW_31_10007_100160.99988699.988600nahezu vollständig redundant
533_ZW_31_10007_100170.99968299.968236nahezu vollständig redundant
534_ZW_31_10007_100150.99980499.980447nahezu vollständig redundant
535_ZW_31_10007_100030.99988699.988583nahezu vollständig redundant
536_ZW_31_10007_100080.99986899.986829nahezu vollständig redundant
537_ZW_31_10007_100160.99988699.988600nahezu vollständig redundant
538_ZW_31_10007_100170.99968299.968236nahezu vollständig redundant
539_ZW_31_10007_100150.99980499.980447nahezu vollständig redundant
540_ZW_31_10007_100030.99988699.988583nahezu vollständig redundant
541_ZW_31_10007_100080.99986899.986829nahezu vollständig redundant
542_ZW_31_10007_100160.99988699.988600nahezu vollständig redundant
543_ZW_31_10007_100170.99968299.968236nahezu vollständig redundant
544_ZW_31_10007_100150.99980499.980447nahezu vollständig redundant
545_ZW_31_10007_100030.99988699.988583nahezu vollständig redundant
546_ZW_32_10016_100070.99988699.988601nahezu vollständig redundant
547_ZW_32_10016_100310.99965099.964964nahezu vollständig redundant
548_ZW_32_10016_100170.99967599.967521nahezu vollständig redundant
549_ZW_32_10016_100140.99981099.980998nahezu vollständig redundant
550_ZW_32_10016_100120.99974699.974571nahezu vollständig redundant
551_ZW_32_10016_100150.99989599.989517nahezu vollständig redundant
552_ZW_32_10016_100030.99978599.978477nahezu vollständig redundant
553_ZW_32_10016_100070.99988699.988601nahezu vollständig redundant
554_ZW_32_10016_100310.99965099.964964nahezu vollständig redundant
555_ZW_32_10016_100170.99967599.967522nahezu vollständig redundant
556_ZW_32_10016_100140.99981099.980999nahezu vollständig redundant
557_ZW_32_10016_100120.99974699.974571nahezu vollständig redundant
558_ZW_32_10016_100150.99989599.989517nahezu vollständig redundant
559_ZW_32_10016_100030.99978599.978477nahezu vollständig redundant
560_ZW_32_10016_100070.99988699.988601nahezu vollständig redundant
561_ZW_32_10016_100310.99965099.964964nahezu vollständig redundant
562_ZW_32_10016_100170.99967599.967522nahezu vollständig redundant
563_ZW_32_10016_100140.99981099.980999nahezu vollständig redundant
564_ZW_32_10016_100120.99974699.974571nahezu vollständig redundant
565_ZW_32_10016_100150.99989599.989517nahezu vollständig redundant
566_ZW_32_10016_100030.99978599.978477nahezu vollständig redundant
567_ZW_33_10015_100070.99980499.980447nahezu vollständig redundant
568_ZW_33_10015_100160.99989599.989516nahezu vollständig redundant
569_ZW_33_10015_100140.99989499.989371nahezu vollständig redundant
570_ZW_33_10015_100120.99980899.980776nahezu vollständig redundant
571_ZW_33_10015_100070.99980499.980447nahezu vollständig redundant
572_ZW_33_10015_100160.99989599.989517nahezu vollständig redundant
573_ZW_33_10015_100140.99989499.989371nahezu vollständig redundant
574_ZW_33_10015_100120.99980899.980777nahezu vollständig redundant
575_ZW_33_10015_100070.99980499.980447nahezu vollständig redundant
576_ZW_33_10015_100160.99989599.989516nahezu vollständig redundant
577_ZW_33_10015_100140.99989499.989370nahezu vollständig redundant
578_ZW_33_10015_100120.99980899.980777nahezu vollständig redundant
579_ZW_34_10014_100170.99973799.973666nahezu vollständig redundant
580_ZW_34_10014_100120.99989399.989320nahezu vollständig redundant
581_ZW_34_10014_100150.99989499.989370nahezu vollständig redundant
582_ZW_34_10014_100160.99981099.980998nahezu vollständig redundant
583_ZW_34_10014_100170.99973799.973666nahezu vollständig redundant
584_ZW_34_10014_100120.99989399.989320nahezu vollständig redundant
585_ZW_34_10014_100150.99989499.989370nahezu vollständig redundant
586_ZW_34_10014_100160.99981099.980997nahezu vollständig redundant
587_ZW_34_10014_100170.99973799.973666nahezu vollständig redundant
588_ZW_34_10014_100120.99989399.989320nahezu vollständig redundant
589_ZW_34_10014_100150.99989499.989370nahezu vollständig redundant
590_ZW_34_10014_100160.99981099.980997nahezu vollständig redundant
591_ZW_35_10012_100150.99980899.980777nahezu vollständig redundant
592_ZW_35_10012_100160.99974699.974571nahezu vollständig redundant
593_ZW_35_10012_100140.99989399.989321nahezu vollständig redundant
594_ZW_35_10012_100170.99980299.980206nahezu vollständig redundant
595_ZW_35_10012_100130.99989299.989151nahezu vollständig redundant
596_ZW_35_10012_100150.99980899.980777nahezu vollständig redundant
597_ZW_35_10012_100160.99974699.974571nahezu vollständig redundant
598_ZW_35_10012_100140.99989399.989321nahezu vollständig redundant
599_ZW_35_10012_100170.99980299.980206nahezu vollständig redundant
600_ZW_35_10012_100130.99989299.989151nahezu vollständig redundant
601_ZW_35_10012_100150.99980899.980777nahezu vollständig redundant
602_ZW_35_10012_100160.99974699.974571nahezu vollständig redundant
603_ZW_35_10012_100140.99989399.989321nahezu vollständig redundant
604_ZW_35_10012_100170.99980299.980206nahezu vollständig redundant
605_ZW_35_10012_100130.99989299.989151nahezu vollständig redundant
606_ZW_36_10033_100190.99968399.968348nahezu vollständig redundant
607_ZW_36_10033_100250.99988499.988352nahezu vollständig redundant
608_ZW_36_10033_100390.99963499.963421nahezu vollständig redundant
609_ZW_36_10033_100320.99970999.970897nahezu vollständig redundant
610_ZW_36_10033_100310.99980899.980780nahezu vollständig redundant
611_ZW_36_10033_100190.99968399.968348nahezu vollständig redundant
612_ZW_36_10033_100250.99988499.988352nahezu vollständig redundant
613_ZW_36_10033_100390.99963499.963421nahezu vollständig redundant
614_ZW_36_10033_100320.99970999.970897nahezu vollständig redundant
615_ZW_36_10033_100310.99980899.980780nahezu vollständig redundant
616_ZW_36_10033_100190.99968399.968348nahezu vollständig redundant
617_ZW_36_10033_100250.99988499.988352nahezu vollständig redundant
618_ZW_36_10033_100390.99963499.963420nahezu vollständig redundant
619_ZW_36_10033_100320.99970999.970896nahezu vollständig redundant
620_ZW_36_10033_100310.99980899.980780nahezu vollständig redundant
621_ZW_37_10032_100330.99970999.970900nahezu vollständig redundant
622_ZW_37_10032_100390.99988999.988903nahezu vollständig redundant
623_ZW_37_10032_100380.99981199.981141nahezu vollständig redundant
624_ZW_37_10032_100310.99989499.989397nahezu vollständig redundant
625_ZW_37_10032_100330.99970999.970900nahezu vollständig redundant
626_ZW_37_10032_100390.99988999.988903nahezu vollständig redundant
627_ZW_37_10032_100380.99981199.981141nahezu vollständig redundant
628_ZW_37_10032_100310.99989499.989397nahezu vollständig redundant
629_ZW_37_10032_100330.99970999.970901nahezu vollständig redundant
630_ZW_37_10032_100390.99988999.988903nahezu vollständig redundant
631_ZW_37_10032_100380.99981199.981141nahezu vollständig redundant
632_ZW_37_10032_100310.99989499.989397nahezu vollständig redundant
633_ZW_38_10031_100170.99988699.988581nahezu vollständig redundant
634_ZW_38_10031_100330.99980899.980780nahezu vollständig redundant
635_ZW_38_10031_100320.99989499.989395nahezu vollständig redundant
636_ZW_38_10031_100300.99988199.988134nahezu vollständig redundant
637_ZW_38_10031_100170.99988699.988581nahezu vollständig redundant
638_ZW_38_10031_100330.99980899.980780nahezu vollständig redundant
639_ZW_38_10031_100320.99989499.989396nahezu vollständig redundant
640_ZW_38_10031_100300.99988199.988134nahezu vollständig redundant
641_ZW_38_10031_100170.99988699.988581nahezu vollständig redundant
642_ZW_38_10031_100330.99980899.980780nahezu vollständig redundant
643_ZW_38_10031_100320.99989499.989396nahezu vollständig redundant
644_ZW_38_10031_100300.99988199.988134nahezu vollständig redundant
645_ZW_39_10038_100410.99970499.970388nahezu vollständig redundant
646_ZW_39_10038_100370.99988699.988621nahezu vollständig redundant
647_ZW_39_10038_100360.99946099.945965nahezu vollständig redundant
648_ZW_39_10038_100320.99981199.981139nahezu vollständig redundant
649_ZW_39_10038_100390.99989799.989709nahezu vollständig redundant
650_ZW_39_10038_100410.99970499.970388nahezu vollständig redundant
651_ZW_39_10038_100370.99988699.988621nahezu vollständig redundant
652_ZW_39_10038_100360.99946099.945964nahezu vollständig redundant
653_ZW_39_10038_100320.99981199.981139nahezu vollständig redundant
654_ZW_39_10038_100390.99989799.989709nahezu vollständig redundant
655_ZW_39_10038_100410.99970499.970387nahezu vollständig redundant
656_ZW_39_10038_100370.99988699.988621nahezu vollständig redundant
657_ZW_39_10038_100360.99946099.945966nahezu vollständig redundant
658_ZW_39_10038_100320.99981199.981139nahezu vollständig redundant
659_ZW_39_10038_100390.99989799.989709nahezu vollständig redundant
660_ZW_40_10039_100320.99988999.988903nahezu vollständig redundant
661_ZW_40_10039_100330.99963499.963421nahezu vollständig redundant
662_ZW_40_10039_100370.99980999.980947nahezu vollständig redundant
663_ZW_40_10039_100380.99989799.989711nahezu vollständig redundant
664_ZW_40_10039_100290.99966099.966037nahezu vollständig redundant
665_ZW_40_10039_100320.99988999.988902nahezu vollständig redundant
666_ZW_40_10039_100330.99963499.963422nahezu vollständig redundant
667_ZW_40_10039_100370.99980999.980948nahezu vollständig redundant
668_ZW_40_10039_100380.99989799.989711nahezu vollständig redundant
669_ZW_40_10039_100290.99966099.966037nahezu vollständig redundant
670_ZW_40_10039_100320.99988999.988903nahezu vollständig redundant
671_ZW_40_10039_100330.99963499.963422nahezu vollständig redundant
672_ZW_40_10039_100370.99980999.980948nahezu vollständig redundant
673_ZW_40_10039_100380.99989799.989711nahezu vollständig redundant
674_ZW_40_10039_100290.99966099.966037nahezu vollständig redundant
675_ZW_41_10035_100370.99959099.958967nahezu vollständig redundant
676_ZW_41_10035_100360.99986799.986742nahezu vollständig redundant
677_ZW_41_10035_100340.99990199.990124nahezu vollständig redundant
678_ZW_41_10035_100300.99980699.980573nahezu vollständig redundant
679_ZW_41_10035_100290.99987799.987677nahezu vollständig redundant
680_ZW_41_10035_100370.99959099.958966nahezu vollständig redundant
681_ZW_41_10035_100360.99986799.986742nahezu vollständig redundant
682_ZW_41_10035_100340.99990199.990124nahezu vollständig redundant
683_ZW_41_10035_100300.99980699.980574nahezu vollständig redundant
684_ZW_41_10035_100290.99987799.987677nahezu vollständig redundant
685_ZW_41_10035_100370.99959099.958966nahezu vollständig redundant
686_ZW_41_10035_100360.99986799.986742nahezu vollständig redundant
687_ZW_41_10035_100340.99990199.990124nahezu vollständig redundant
688_ZW_41_10035_100300.99980699.980574nahezu vollständig redundant
689_ZW_41_10035_100290.99987799.987677nahezu vollständig redundant
690_ZW_42_10036_100380.99946099.945968nahezu vollständig redundant
691_ZW_42_10036_100370.99944899.944782nahezu vollständig redundant
692_ZW_42_10036_100340.99978099.978020nahezu vollständig redundant
693_ZW_42_10036_100350.99986799.986742nahezu vollständig redundant
694_ZW_42_10036_100380.99946099.945968nahezu vollständig redundant
695_ZW_42_10036_100370.99944899.944780nahezu vollständig redundant
696_ZW_42_10036_100340.99978099.978020nahezu vollständig redundant
697_ZW_42_10036_100350.99986799.986742nahezu vollständig redundant
698_ZW_42_10036_100380.99946099.945969nahezu vollständig redundant
699_ZW_42_10036_100370.99944899.944779nahezu vollständig redundant
700_ZW_42_10036_100340.99978099.978020nahezu vollständig redundant
701_ZW_42_10036_100350.99986799.986742nahezu vollständig redundant
702_ZW_43_10028_100110.99978399.978253nahezu vollständig redundant
703_ZW_43_10028_100300.99965599.965498nahezu vollständig redundant
704_ZW_43_10028_100290.99969799.969655nahezu vollständig redundant
705_ZW_43_10028_100340.99986599.986528nahezu vollständig redundant
706_ZW_43_10028_100110.99978399.978253nahezu vollständig redundant
707_ZW_43_10028_100300.99965599.965498nahezu vollständig redundant
708_ZW_43_10028_100290.99969799.969655nahezu vollständig redundant
709_ZW_43_10028_100340.99986599.986528nahezu vollständig redundant
710_ZW_43_10028_100110.99978399.978252nahezu vollständig redundant
711_ZW_43_10028_100300.99965599.965497nahezu vollständig redundant
712_ZW_43_10028_100290.99969799.969655nahezu vollständig redundant
713_ZW_43_10028_100340.99986599.986528nahezu vollständig redundant
714_ZW_44_10034_100280.99986599.986528nahezu vollständig redundant
715_ZW_44_10034_100350.99990199.990124nahezu vollständig redundant
716_ZW_44_10034_100370.99962399.962283nahezu vollständig redundant
717_ZW_44_10034_100360.99978099.978020nahezu vollständig redundant
718_ZW_44_10034_100450.99993199.993114nahezu vollständig redundant
719_ZW_44_10034_100280.99986599.986527nahezu vollständig redundant
720_ZW_44_10034_100350.99990199.990124nahezu vollständig redundant
721_ZW_44_10034_100370.99962399.962283nahezu vollständig redundant
722_ZW_44_10034_100360.99978099.978020nahezu vollständig redundant
723_ZW_44_10034_100450.99993199.993114nahezu vollständig redundant
724_ZW_44_10034_100280.99986599.986528nahezu vollständig redundant
725_ZW_44_10034_100350.99990199.990124nahezu vollständig redundant
726_ZW_44_10034_100370.99962399.962283nahezu vollständig redundant
727_ZW_44_10034_100360.99978099.978020nahezu vollständig redundant
728_ZW_44_10034_100450.99993199.993114nahezu vollständig redundant
729_ZW_45_10030_100280.99965599.965498nahezu vollständig redundant
730_ZW_45_10030_100310.99988199.988134nahezu vollständig redundant
731_ZW_45_10030_100290.99989899.989836nahezu vollständig redundant
732_ZW_45_10030_100350.99980699.980574nahezu vollständig redundant
733_ZW_45_10030_100280.99965599.965498nahezu vollständig redundant
734_ZW_45_10030_100310.99988199.988134nahezu vollständig redundant
735_ZW_45_10030_100290.99989899.989836nahezu vollständig redundant
736_ZW_45_10030_100350.99980699.980574nahezu vollständig redundant
737_ZW_45_10030_100280.99965599.965498nahezu vollständig redundant
738_ZW_45_10030_100310.99988199.988134nahezu vollständig redundant
739_ZW_45_10030_100290.99989899.989836nahezu vollständig redundant
740_ZW_45_10030_100350.99980699.980574nahezu vollständig redundant
741_ZW_46_10029_100300.99989899.989836nahezu vollständig redundant
742_ZW_46_10029_100390.99966099.966036nahezu vollständig redundant
743_ZW_46_10029_100350.99987799.987677nahezu vollständig redundant
744_ZW_46_10029_100280.99969799.969655nahezu vollständig redundant
745_ZW_46_10029_100300.99989899.989836nahezu vollständig redundant
746_ZW_46_10029_100390.99966099.966036nahezu vollständig redundant
747_ZW_46_10029_100350.99987799.987677nahezu vollständig redundant
748_ZW_46_10029_100280.99969799.969655nahezu vollständig redundant
749_ZW_46_10029_100300.99989899.989836nahezu vollständig redundant
750_ZW_46_10029_100390.99966099.966036nahezu vollständig redundant
751_ZW_46_10029_100350.99987799.987677nahezu vollständig redundant
752_ZW_46_10029_100280.99969799.969655nahezu vollständig redundant
753_ZW_47_10053_100440.99988599.988547nahezu vollständig redundant
754_ZW_47_10053_100520.99933399.933271nahezu vollständig redundant
755_ZW_47_10053_100590.99977499.977425nahezu vollständig redundant
756_ZW_47_10053_100490.99987399.987304nahezu vollständig redundant
757_ZW_47_10053_100500.99989899.989752nahezu vollständig redundant
758_ZW_47_10053_100510.99983299.983236nahezu vollständig redundant
759_ZW_47_10053_100440.99988599.988547nahezu vollständig redundant
760_ZW_47_10053_100520.99933399.933270nahezu vollständig redundant
761_ZW_47_10053_100590.99977499.977425nahezu vollständig redundant
762_ZW_47_10053_100490.99987399.987304nahezu vollständig redundant
763_ZW_47_10053_100500.99989899.989751nahezu vollständig redundant
764_ZW_47_10053_100510.99983299.983236nahezu vollständig redundant
765_ZW_47_10053_100440.99988599.988548nahezu vollständig redundant
766_ZW_47_10053_100520.99933399.933271nahezu vollständig redundant
767_ZW_47_10053_100590.99977499.977425nahezu vollständig redundant
768_ZW_47_10053_100490.99987399.987304nahezu vollständig redundant
769_ZW_47_10053_100500.99989899.989752nahezu vollständig redundant
770_ZW_47_10053_100510.99983299.983236nahezu vollständig redundant
771_ZW_48_10049_100500.99977699.977556nahezu vollständig redundant
772_ZW_48_10049_100530.99987399.987304nahezu vollständig redundant
773_ZW_48_10049_100470.99970999.970895nahezu vollständig redundant
774_ZW_48_10049_100460.99968999.968856nahezu vollständig redundant
775_ZW_48_10049_100480.99968999.968949nahezu vollständig redundant
776_ZW_48_10049_100500.99977699.977556nahezu vollständig redundant
777_ZW_48_10049_100530.99987399.987304nahezu vollständig redundant
778_ZW_48_10049_100470.99970999.970895nahezu vollständig redundant
779_ZW_48_10049_100460.99968999.968856nahezu vollständig redundant
780_ZW_48_10049_100480.99968999.968949nahezu vollständig redundant
781_ZW_48_10049_100500.99977699.977556nahezu vollständig redundant
782_ZW_48_10049_100530.99987399.987304nahezu vollständig redundant
783_ZW_48_10049_100470.99970999.970895nahezu vollständig redundant
784_ZW_48_10049_100460.99968999.968855nahezu vollständig redundant
785_ZW_48_10049_100480.99968999.968949nahezu vollständig redundant
786_ZW_49_10050_100510.99989799.989728nahezu vollständig redundant
787_ZW_49_10050_100520.99926899.926751nahezu vollständig redundant
788_ZW_49_10050_100530.99989899.989752nahezu vollständig redundant
789_ZW_49_10050_100490.99977699.977558nahezu vollständig redundant
790_ZW_49_10050_100480.99953999.953923nahezu vollständig redundant
791_ZW_49_10050_100510.99989799.989728nahezu vollständig redundant
792_ZW_49_10050_100520.99926799.926749nahezu vollständig redundant
793_ZW_49_10050_100530.99989899.989752nahezu vollständig redundant
794_ZW_49_10050_100490.99977699.977558nahezu vollständig redundant
795_ZW_49_10050_100480.99953999.953923nahezu vollständig redundant
796_ZW_49_10050_100510.99989799.989728nahezu vollständig redundant
797_ZW_49_10050_100520.99926799.926749nahezu vollständig redundant
798_ZW_49_10050_100530.99989899.989752nahezu vollständig redundant
799_ZW_49_10050_100490.99977699.977558nahezu vollständig redundant
800_ZW_49_10050_100480.99953999.953923nahezu vollständig redundant
801_ZW_50_10048_100500.99953999.953922nahezu vollständig redundant
802_ZW_50_10048_100490.99968999.968948nahezu vollständig redundant
803_ZW_50_10048_100570.99926199.926084nahezu vollständig redundant
804_ZW_50_10048_100470.99981399.981290nahezu vollständig redundant
805_ZW_50_10048_100460.99977299.977160nahezu vollständig redundant
806_ZW_50_10048_100500.99953999.953922nahezu vollständig redundant
807_ZW_50_10048_100490.99968999.968948nahezu vollständig redundant
808_ZW_50_10048_100570.99926199.926083nahezu vollständig redundant
809_ZW_50_10048_100470.99981399.981290nahezu vollständig redundant
810_ZW_50_10048_100460.99977299.977160nahezu vollständig redundant
811_ZW_50_10048_100500.99953999.953922nahezu vollständig redundant
812_ZW_50_10048_100490.99968999.968949nahezu vollständig redundant
813_ZW_50_10048_100570.99926199.926083nahezu vollständig redundant
814_ZW_50_10048_100470.99981399.981290nahezu vollständig redundant
815_ZW_50_10048_100460.99977299.977160nahezu vollständig redundant
816_ZW_51_10047_100480.99981399.981291nahezu vollständig redundant
817_ZW_51_10047_100490.99970999.970895nahezu vollständig redundant
818_ZW_51_10047_100450.99986199.986103nahezu vollständig redundant
819_ZW_51_10047_100460.99990799.990678nahezu vollständig redundant
820_ZW_51_10047_100480.99981399.981290nahezu vollständig redundant
821_ZW_51_10047_100490.99970999.970895nahezu vollständig redundant
822_ZW_51_10047_100450.99986199.986103nahezu vollständig redundant
823_ZW_51_10047_100460.99990799.990678nahezu vollständig redundant
824_ZW_51_10047_100480.99981399.981291nahezu vollständig redundant
825_ZW_51_10047_100490.99970999.970896nahezu vollständig redundant
826_ZW_51_10047_100450.99986199.986103nahezu vollständig redundant
827_ZW_51_10047_100460.99990799.990678nahezu vollständig redundant
828_ZW_52_10046_100480.99977299.977160nahezu vollständig redundant
829_ZW_52_10046_100470.99990799.990678nahezu vollständig redundant
830_ZW_52_10046_100550.99921899.921830nahezu vollständig redundant
831_ZW_52_10046_100450.99989599.989541nahezu vollständig redundant
832_ZW_52_10046_100480.99977299.977160nahezu vollständig redundant
833_ZW_52_10046_100470.99990799.990678nahezu vollständig redundant
834_ZW_52_10046_100550.99921899.921830nahezu vollständig redundant
835_ZW_52_10046_100450.99989599.989541nahezu vollständig redundant
836_ZW_52_10046_100480.99977299.977160nahezu vollständig redundant
837_ZW_52_10046_100470.99990799.990678nahezu vollständig redundant
838_ZW_52_10046_100550.99921899.921830nahezu vollständig redundant
839_ZW_52_10046_100450.99989599.989542nahezu vollständig redundant
840_ZW_53_10045_100340.99993199.993113nahezu vollständig redundant
841_ZW_53_10045_100460.99989599.989541nahezu vollständig redundant
842_ZW_53_10045_100470.99986199.986103nahezu vollständig redundant
843_ZW_53_10045_100540.99918299.918211nahezu vollständig redundant
844_ZW_53_10045_100340.99993199.993113nahezu vollständig redundant
845_ZW_53_10045_100460.99989599.989541nahezu vollständig redundant
846_ZW_53_10045_100470.99986199.986103nahezu vollständig redundant
847_ZW_53_10045_100540.99918299.918211nahezu vollständig redundant
848_ZW_53_10045_100340.99993199.993113nahezu vollständig redundant
849_ZW_53_10045_100460.99989599.989541nahezu vollständig redundant
850_ZW_53_10045_100470.99986199.986103nahezu vollständig redundant
851_ZW_53_10045_100540.99918299.918212nahezu vollständig redundant
852_ZW_54_10059_100530.99977499.977425nahezu vollständig redundant
853_ZW_54_10059_100520.99933199.933106nahezu vollständig redundant
854_ZW_54_10059_100580.99930699.930578nahezu vollständig redundant
855_ZW_54_10059_100560.99942999.942906nahezu vollständig redundant
856_ZW_54_10059_100570.99976799.976728nahezu vollständig redundant
857_ZW_54_10059_100530.99977499.977425nahezu vollständig redundant
858_ZW_54_10059_100520.99933199.933105nahezu vollständig redundant
859_ZW_54_10059_100580.99930699.930577nahezu vollständig redundant
860_ZW_54_10059_100560.99942999.942906nahezu vollständig redundant
861_ZW_54_10059_100570.99976799.976728nahezu vollständig redundant
862_ZW_54_10059_100530.99977499.977425nahezu vollständig redundant
863_ZW_54_10059_100520.99933199.933105nahezu vollständig redundant
864_ZW_54_10059_100580.99930699.930578nahezu vollständig redundant
865_ZW_54_10059_100560.99942999.942906nahezu vollständig redundant
866_ZW_54_10059_100570.99976799.976728nahezu vollständig redundant
867_ZW_55_10058_100590.99930699.930575nahezu vollständig redundant
868_ZW_55_10058_100560.99976999.976947nahezu vollständig redundant
869_ZW_55_10058_100550.99946599.946512nahezu vollständig redundant
870_ZW_55_10058_100570.99938199.938108nahezu vollständig redundant
871_ZW_55_10058_100590.99930699.930575nahezu vollständig redundant
872_ZW_55_10058_100560.99976999.976947nahezu vollständig redundant
873_ZW_55_10058_100550.99946599.946512nahezu vollständig redundant
874_ZW_55_10058_100570.99938199.938108nahezu vollständig redundant
875_ZW_55_10058_100590.99930699.930575nahezu vollständig redundant
876_ZW_55_10058_100560.99976999.976948nahezu vollständig redundant
877_ZW_55_10058_100550.99946599.946511nahezu vollständig redundant
878_ZW_55_10058_100570.99938199.938107nahezu vollständig redundant
879_ZW_56_10057_100590.99976799.976728nahezu vollständig redundant
880_ZW_56_10057_100580.99938199.938109nahezu vollständig redundant
881_ZW_56_10057_100560.99949499.949413nahezu vollständig redundant
882_ZW_56_10057_100550.99986799.986749nahezu vollständig redundant
883_ZW_56_10057_100480.99926199.926085nahezu vollständig redundant
884_ZW_56_10057_100590.99976799.976728nahezu vollständig redundant
885_ZW_56_10057_100580.99938199.938111nahezu vollständig redundant
886_ZW_56_10057_100560.99949499.949414nahezu vollständig redundant
887_ZW_56_10057_100550.99986799.986749nahezu vollständig redundant
888_ZW_56_10057_100480.99926199.926085nahezu vollständig redundant
889_ZW_56_10057_100590.99976799.976728nahezu vollständig redundant
890_ZW_56_10057_100580.99938199.938110nahezu vollständig redundant
891_ZW_56_10057_100560.99949499.949413nahezu vollständig redundant
892_ZW_56_10057_100550.99986799.986749nahezu vollständig redundant
893_ZW_56_10057_100480.99926199.926085nahezu vollständig redundant
894_ZW_57_10055_100570.99986799.986749nahezu vollständig redundant
895_ZW_57_10055_100580.99946599.946512nahezu vollständig redundant
896_ZW_57_10055_100560.99957399.957347nahezu vollständig redundant
897_ZW_57_10055_100540.99977599.977461nahezu vollständig redundant
898_ZW_57_10055_100460.99921899.921829nahezu vollständig redundant
899_ZW_57_10055_100570.99986799.986749nahezu vollständig redundant
900_ZW_57_10055_100580.99946599.946512nahezu vollständig redundant
901_ZW_57_10055_100560.99957399.957346nahezu vollständig redundant
902_ZW_57_10055_100540.99977599.977461nahezu vollständig redundant
903_ZW_57_10055_100460.99921899.921829nahezu vollständig redundant
904_ZW_57_10055_100570.99986799.986749nahezu vollständig redundant
905_ZW_57_10055_100580.99946599.946512nahezu vollständig redundant
906_ZW_57_10055_100560.99957399.957347nahezu vollständig redundant
907_ZW_57_10055_100540.99977599.977461nahezu vollständig redundant
908_ZW_57_10055_100460.99921899.921829nahezu vollständig redundant
909_ZW_58_10056_100580.99976999.976948nahezu vollständig redundant
910_ZW_58_10056_100570.99949499.949417nahezu vollständig redundant
911_ZW_58_10056_100540.99976899.976751nahezu vollständig redundant
912_ZW_58_10056_100550.99957499.957352nahezu vollständig redundant
913_ZW_58_10056_100580.99976999.976948nahezu vollständig redundant
914_ZW_58_10056_100570.99949499.949416nahezu vollständig redundant
915_ZW_58_10056_100540.99976899.976751nahezu vollständig redundant
916_ZW_58_10056_100550.99957499.957352nahezu vollständig redundant
917_ZW_58_10056_100580.99976999.976949nahezu vollständig redundant
918_ZW_58_10056_100570.99949499.949416nahezu vollständig redundant
919_ZW_58_10056_100540.99976899.976751nahezu vollständig redundant
920_ZW_58_10056_100550.99957499.957351nahezu vollständig redundant
921_ZW_59_10054_100450.99918299.918209nahezu vollständig redundant
922_ZW_59_10054_100550.99977599.977461nahezu vollständig redundant
923_ZW_59_10054_100560.99976899.976750nahezu vollständig redundant
924_ZW_59_10054_100450.99918299.918210nahezu vollständig redundant
925_ZW_59_10054_100550.99977599.977461nahezu vollständig redundant
926_ZW_59_10054_100560.99976899.976750nahezu vollständig redundant
927_ZW_59_10054_100450.99918299.918210nahezu vollständig redundant
928_ZW_59_10054_100550.99977599.977461nahezu vollständig redundant
929_ZW_59_10054_100560.99976899.976750nahezu vollständig redundant
930_ZW_60_10047_100480.99981399.981290nahezu vollständig redundant
931_ZW_60_10047_8120.99990499.990370nahezu vollständig redundant
932_ZW_60_10047_8160.99981299.981212nahezu vollständig redundant
933_ZW_60_10047_FH30.99977599.977514nahezu vollständig redundant
934_ZW_60_10047_100480.99981399.981289nahezu vollständig redundant
935_ZW_60_10047_8120.99990499.990371nahezu vollständig redundant
936_ZW_60_10047_8160.99981299.981212nahezu vollständig redundant
937_ZW_60_10047_FH30.99977599.977514nahezu vollständig redundant
938_ZW_60_10047_100480.99981399.981289nahezu vollständig redundant
939_ZW_60_10047_8120.99990499.990370nahezu vollständig redundant
940_ZW_60_10047_8160.99981299.981212nahezu vollständig redundant
941_ZW_60_10047_FH30.99977599.977514nahezu vollständig redundant
942_ZW_61_10046_100480.99977299.977157nahezu vollständig redundant
943_ZW_61_10046_FH30.99974899.974795nahezu vollständig redundant
944_ZW_61_10046_8120.99983499.983404nahezu vollständig redundant
945_ZW_61_10046_100480.99977299.977156nahezu vollständig redundant
946_ZW_61_10046_FH30.99974899.974795nahezu vollständig redundant
947_ZW_61_10046_8120.99983499.983404nahezu vollständig redundant
948_ZW_61_10046_100480.99977299.977157nahezu vollständig redundant
949_ZW_61_10046_FH30.99974899.974795nahezu vollständig redundant
950_ZW_61_10046_8120.99983499.983405nahezu vollständig redundant
951_ZW_62_10048_100460.99977299.977157nahezu vollständig redundant
952_ZW_62_10048_8120.99990999.990947nahezu vollständig redundant
953_ZW_62_10048_8160.99991899.991810nahezu vollständig redundant
954_ZW_62_10048_FH30.99586099.585961nahezu vollständig redundant
955_ZW_62_10048_100460.99977299.977156nahezu vollständig redundant
956_ZW_62_10048_8120.99990999.990947nahezu vollständig redundant
957_ZW_62_10048_8160.99991899.991810nahezu vollständig redundant
958_ZW_62_10048_FH30.99586099.585998nahezu vollständig redundant
959_ZW_62_10048_100460.99977299.977156nahezu vollständig redundant
960_ZW_62_10048_8120.99990999.990947nahezu vollständig redundant
961_ZW_62_10048_8160.99991899.991810nahezu vollständig redundant
962_ZW_62_10048_FH30.99586099.586028nahezu vollständig redundant
963_ZW_63_10056_100550.99957499.957354nahezu vollständig redundant
964_ZW_63_10056_6660.99966999.966858nahezu vollständig redundant
965_ZW_63_10056_100550.99957499.957355nahezu vollständig redundant
966_ZW_63_10056_6660.99966999.966859nahezu vollständig redundant
967_ZW_63_10056_100550.99957499.957354nahezu vollständig redundant
968_ZW_63_10056_6660.99966999.966858nahezu vollständig redundant
969_ZW_64_10055_100560.99957499.957354nahezu vollständig redundant
970_ZW_64_10055_6660.99987499.987446nahezu vollständig redundant
971_ZW_64_10055_100560.99957499.957353nahezu vollständig redundant
972_ZW_64_10055_6660.99987499.987446nahezu vollständig redundant
973_ZW_64_10055_100560.99957499.957353nahezu vollständig redundant
974_ZW_64_10055_6660.99987499.987446nahezu vollständig redundant
975_ZW_65_10054_100550.99977599.977461nahezu vollständig redundant
976_ZW_65_10054_6660.99988299.988182nahezu vollständig redundant
977_ZW_65_10054_100550.99977599.977461nahezu vollständig redundant
978_ZW_65_10054_6660.99988299.988182nahezu vollständig redundant
979_ZW_65_10054_100550.99977599.977461nahezu vollständig redundant
980_ZW_65_10054_6660.99988299.988181nahezu vollständig redundant
981_ZW_66_10035_100370.99959099.958967nahezu vollständig redundant
982_ZW_66_10035_FH110.99990799.990734nahezu vollständig redundant
983_ZW_66_10035_FH140.99985299.985188nahezu vollständig redundant
984_ZW_66_10035_100370.99959099.958967nahezu vollständig redundant
985_ZW_66_10035_FH110.99990799.990734nahezu vollständig redundant
986_ZW_66_10035_FH140.99985299.985188nahezu vollständig redundant
987_ZW_66_10035_100370.99959099.958967nahezu vollständig redundant
988_ZW_66_10035_FH110.99990799.990734nahezu vollständig redundant
989_ZW_66_10035_FH140.99985299.985188nahezu vollständig redundant
990_ZW_67_10036_100370.99944899.944773nahezu vollständig redundant
991_ZW_67_10036_FH110.99977899.977807nahezu vollständig redundant
992_ZW_67_10036_FH140.99972499.972352nahezu vollständig redundant
993_ZW_67_10036_100370.99944899.944772nahezu vollständig redundant
994_ZW_67_10036_FH110.99977899.977807nahezu vollständig redundant
995_ZW_67_10036_FH140.99972499.972352nahezu vollständig redundant
996_ZW_67_10036_100370.99944899.944772nahezu vollständig redundant
997_ZW_67_10036_FH110.99977899.977807nahezu vollständig redundant
998_ZW_67_10036_FH140.99972499.972352nahezu vollständig redundant
999_ZW_68_10034_100350.99990199.990124nahezu vollständig redundant
1000_ZW_68_10034_FH140.99989699.989566nahezu vollständig redundant
1001_ZW_68_10034_100350.99990199.990123nahezu vollständig redundant
1002_ZW_68_10034_FH140.99989699.989566nahezu vollständig redundant
1003_ZW_68_10034_100350.99990199.990124nahezu vollständig redundant
1004_ZW_68_10034_FH140.99989699.989566nahezu vollständig redundant
1005_ZW_69_10037_100400.99989099.989018nahezu vollständig redundant
1006_ZW_69_10037_FH40.99973599.973506nahezu vollständig redundant
1007_ZW_69_10037_FH110.99953199.953073nahezu vollständig redundant
1008_ZW_69_10037_100400.99989099.989018nahezu vollständig redundant
1009_ZW_69_10037_FH40.99973599.973506nahezu vollständig redundant
1010_ZW_69_10037_FH110.99953199.953072nahezu vollständig redundant
1011_ZW_69_10037_100400.99989099.989019nahezu vollständig redundant
1012_ZW_69_10037_FH40.99973599.973506nahezu vollständig redundant
1013_ZW_69_10037_FH110.99953199.953072nahezu vollständig redundant
1014_ZW_70_10041_100400.99988299.988168nahezu vollständig redundant
1015_ZW_70_10041_FH40.99972999.972902nahezu vollständig redundant
1016_ZW_70_10041_100400.99988299.988168nahezu vollständig redundant
1017_ZW_70_10041_FH40.99972999.972903nahezu vollständig redundant
1018_ZW_70_10041_100400.99988299.988168nahezu vollständig redundant
1019_ZW_70_10041_FH40.99972999.972902nahezu vollständig redundant
1020_ZW_71_10007_100150.99980499.980447nahezu vollständig redundant
1021_ZW_71_10007_FH130.99979399.979317nahezu vollständig redundant
1022_ZW_71_10007_100150.99980499.980447nahezu vollständig redundant
1023_ZW_71_10007_FH130.99979399.979316nahezu vollständig redundant
1024_ZW_71_10007_100150.99980499.980447nahezu vollständig redundant
1025_ZW_71_10007_FH130.99979399.979313nahezu vollständig redundant
1026_ZW_72_10015_100070.99980499.980446nahezu vollständig redundant
1027_ZW_72_10015_FH130.99970299.970193nahezu vollständig redundant
1028_ZW_72_10015_100070.99980499.980446nahezu vollständig redundant
1029_ZW_72_10015_FH130.99970299.970193nahezu vollständig redundant
1030_ZW_72_10015_100070.99980499.980446nahezu vollständig redundant
1031_ZW_72_10015_FH130.99970299.970193nahezu vollständig redundant
1032_ZW_73_10008_100070.99986899.986828nahezu vollständig redundant
1033_ZW_73_10008_FH130.99976799.976679nahezu vollständig redundant
1034_ZW_73_10008_100070.99986899.986828nahezu vollständig redundant
1035_ZW_73_10008_FH130.99976799.976679nahezu vollständig redundant
1036_ZW_73_10008_100070.99986899.986828nahezu vollständig redundant
1037_ZW_73_10008_FH130.99976799.976679nahezu vollständig redundant
1038_ZW_74_10033_100320.99970999.970908nahezu vollständig redundant
1039_ZW_74_10033_FH150.99984499.984414nahezu vollständig redundant
1040_ZW_74_10033_100320.99970999.970907nahezu vollständig redundant
1041_ZW_74_10033_FH150.99984499.984414nahezu vollständig redundant
1042_ZW_74_10033_100320.99970999.970907nahezu vollständig redundant
1043_ZW_74_10033_FH150.99984499.984414nahezu vollständig redundant
1044_ZW_75_10032_100330.99970999.970910nahezu vollständig redundant
1045_ZW_75_10032_FH150.99977299.977199nahezu vollständig redundant
1046_ZW_75_10032_100330.99970999.970910nahezu vollständig redundant
1047_ZW_75_10032_FH150.99977299.977199nahezu vollständig redundant
1048_ZW_75_10032_100330.99970999.970910nahezu vollständig redundant
1049_ZW_75_10032_FH150.99977299.977199nahezu vollständig redundant
1_gnssbx_0645_100260.95556795.556680nahezu vollständig redundant
2_gnssbx_0645_100140.91903791.903688nahezu vollständig redundant
3_gnssbx_0645_100440.79826179.826114nahezu vollständig redundant
5_gnssbx_0645_100080.92422792.422693nahezu vollständig redundant
6_gnssbx_0645_100440.90878390.878255nahezu vollständig redundant
7_gnssbx_0656_100140.82362082.362035nahezu vollständig redundant
8_gnssbx_0656_100260.97209397.209314nahezu vollständig redundant
9_gnssbx_0656_100010.96222596.222450nahezu vollständig redundant
10_gnssbx_0656_100280.95625995.625853nahezu vollständig redundant
11_gnssbx_0656_100140.86702186.702090nahezu vollständig redundant
13_gnssbx_0656_100010.93018093.017971nahezu vollständig redundant
14_gnssbx_0656_100590.88505488.505363nahezu vollständig redundant
15_gnssbx_0656_100440.71154571.154504nahezu vollständig redundant
17_gnssbx_0656_100260.97584697.584645nahezu vollständig redundant
18_gnssbx_0656_100590.84868784.868668nahezu vollständig redundant
19_gnssbx_0656_100080.82673582.673541nahezu vollständig redundant
23_gnssbx_0656_100280.96347196.347056nahezu vollständig redundant
24_gnssbx_0656_100080.92808492.808378nahezu vollständig redundant
25_gnssbx_0995_100140.84544284.544204nahezu vollständig redundant
26_gnssbx_0995_100260.94579294.579230nahezu vollständig redundant
27_gnssbx_0995_100140.89882689.882605nahezu vollständig redundant
28_gnssbx_0995_100370.97756897.756834nahezu vollständig redundant
29_gnssbx_0995_100590.90083590.083451nahezu vollständig redundant
30_gnssbx_0995_100080.91762691.762585nahezu vollständig redundant
31_gnssbx_1675_100140.89502889.502798nahezu vollständig redundant
32_gnssbx_1675_100260.96823796.823699nahezu vollständig redundant
33_gnssbx_1675_100140.90489690.489644nahezu vollständig redundant
34_gnssbx_1675_100370.95629995.629888nahezu vollständig redundant
35_gnssbx_1675_100440.76055076.055041nahezu vollständig redundant
37_gnssbx_1675_100080.94346794.346655nahezu vollständig redundant
38_gnssbx_1675_100440.87890187.890109nahezu vollständig redundant
39_gnssbx_ESTE_100140.87643387.643338nahezu vollständig redundant
40_gnssbx_ESTE_100260.96906896.906826nahezu vollständig redundant
41_gnssbx_ESTE_100140.90929090.928973nahezu vollständig redundant
42_gnssbx_ESTE_100370.98208198.208095nahezu vollständig redundant
43_gnssbx_ESTE_100440.71731871.731791nahezu vollständig redundant
44_gnssbx_ESTE_100080.93842493.842408nahezu vollständig redundant
45_gnssbx_ESTE_100440.90293090.292962nahezu vollständig redundant
46_gnssbx_GNA2_100140.89502089.501979nahezu vollständig redundant
47_gnssbx_GNA2_100260.96362896.362765nahezu vollständig redundant
48_gnssbx_GNA2_100140.90946590.946492nahezu vollständig redundant
49_gnssbx_GNA2_100370.98919398.919259nahezu vollständig redundant
50_gnssbx_GNA2_100440.74730374.730317nahezu vollständig redundant
51_gnssbx_GNA2_100590.93892593.892494nahezu vollständig redundant
52_gnssbx_GNA2_100080.93951793.951678nahezu vollständig redundant
53_gnssbx_GNA2_100440.93715193.715101nahezu vollständig redundant
1_gnssby_0645_100260.90919190.919116nahezu vollständig redundant
2_gnssby_0645_100140.80761080.760953nahezu vollständig redundant
3_gnssby_0645_100440.78708978.708897nahezu vollständig redundant
5_gnssby_0645_100080.89975189.975133nahezu vollständig redundant
6_gnssby_0645_100440.85247585.247548nahezu vollständig redundant
7_gnssby_0656_100140.76763576.763454nahezu vollständig redundant
8_gnssby_0656_100260.92697592.697465nahezu vollständig redundant
9_gnssby_0656_100010.88266188.266102nahezu vollständig redundant
10_gnssby_0656_100280.88556688.556598nahezu vollständig redundant
11_gnssby_0656_100140.85089785.089701nahezu vollständig redundant
13_gnssby_0656_100010.88913288.913227nahezu vollständig redundant
14_gnssby_0656_100590.96090896.090839nahezu vollständig redundant
15_gnssby_0656_100440.84479884.479752nahezu vollständig redundant
17_gnssby_0656_100260.94071394.071325nahezu vollständig redundant
18_gnssby_0656_100590.82276782.276685nahezu vollständig redundant
19_gnssby_0656_100080.80741980.741892nahezu vollständig redundant
23_gnssby_0656_100280.89226889.226831nahezu vollständig redundant
24_gnssby_0656_100080.91581291.581167nahezu vollständig redundant
25_gnssby_0995_100140.77757677.757595nahezu vollständig redundant
26_gnssby_0995_100260.89441589.441461nahezu vollständig redundant
27_gnssby_0995_100140.77443577.443461nahezu vollständig redundant
28_gnssby_0995_100370.95658395.658265nahezu vollständig redundant
29_gnssby_0995_100590.91383691.383640nahezu vollständig redundant
30_gnssby_0995_100080.89797789.797723nahezu vollständig redundant
31_gnssby_1675_100140.84122784.122712nahezu vollständig redundant
32_gnssby_1675_100260.93945893.945776nahezu vollständig redundant
33_gnssby_1675_100140.81005781.005741nahezu vollständig redundant
34_gnssby_1675_100370.93693693.693574nahezu vollständig redundant
35_gnssby_1675_100440.79199979.199938nahezu vollständig redundant
37_gnssby_1675_100080.94224694.224563nahezu vollständig redundant
38_gnssby_1675_100440.83725283.725209nahezu vollständig redundant
39_gnssby_ESTE_100140.82511482.511421nahezu vollständig redundant
40_gnssby_ESTE_100260.93807393.807302nahezu vollständig redundant
41_gnssby_ESTE_100140.82171782.171713nahezu vollständig redundant
42_gnssby_ESTE_100370.96841396.841271nahezu vollständig redundant
43_gnssby_ESTE_100440.75121375.121319nahezu vollständig redundant
44_gnssby_ESTE_100080.93556793.556693nahezu vollständig redundant
45_gnssby_ESTE_100440.85697585.697501nahezu vollständig redundant
46_gnssby_GNA2_100140.84576384.576271nahezu vollständig redundant
47_gnssby_GNA2_100260.92686592.686468nahezu vollständig redundant
48_gnssby_GNA2_100140.81836081.835952nahezu vollständig redundant
49_gnssby_GNA2_100370.98044398.044333nahezu vollständig redundant
50_gnssby_GNA2_100440.76096576.096456nahezu vollständig redundant
51_gnssby_GNA2_100590.95047695.047564nahezu vollständig redundant
52_gnssby_GNA2_100080.93013793.013680nahezu vollständig redundant
53_gnssby_GNA2_100440.90946190.946081nahezu vollständig redundant
1_gnssbz_0645_100260.85965685.965636nahezu vollständig redundant
2_gnssbz_0645_100140.93724393.724300nahezu vollständig redundant
3_gnssbz_0645_100440.76834076.833984nahezu vollständig redundant
5_gnssbz_0645_100080.95089295.089186nahezu vollständig redundant
6_gnssbz_0645_100440.89864089.863973nahezu vollständig redundant
7_gnssbz_0656_100140.71294871.294760nahezu vollständig redundant
8_gnssbz_0656_100260.91938291.938154nahezu vollständig redundant
9_gnssbz_0656_100010.90694690.694556nahezu vollständig redundant
10_gnssbz_0656_100280.96437996.437937nahezu vollständig redundant
11_gnssbz_0656_100140.93023293.023239nahezu vollständig redundant
13_gnssbz_0656_100010.96261196.261128nahezu vollständig redundant
14_gnssbz_0656_100590.90122890.122839nahezu vollständig redundant
15_gnssbz_0656_100440.82636982.636888nahezu vollständig redundant
17_gnssbz_0656_100260.96211996.211879nahezu vollständig redundant
18_gnssbz_0656_100590.92139992.139939nahezu vollständig redundant
19_gnssbz_0656_100080.91876691.876571nahezu vollständig redundant
23_gnssbz_0656_100280.95411295.411193nahezu vollständig redundant
24_gnssbz_0656_100080.96726696.726646nahezu vollständig redundant
25_gnssbz_0995_100140.69361069.360977gut kontrollierbar
26_gnssbz_0995_100260.84646084.646021nahezu vollständig redundant
27_gnssbz_0995_100140.93006593.006495nahezu vollständig redundant
28_gnssbz_0995_100370.98979898.979821nahezu vollständig redundant
29_gnssbz_0995_100590.94051894.051845nahezu vollständig redundant
30_gnssbz_0995_100080.95482395.482322nahezu vollständig redundant
31_gnssbz_1675_100140.76389976.389882nahezu vollständig redundant
32_gnssbz_1675_100260.90436990.436891nahezu vollständig redundant
33_gnssbz_1675_100140.93646393.646261nahezu vollständig redundant
34_gnssbz_1675_100370.98766198.766114nahezu vollständig redundant
35_gnssbz_1675_100440.77848977.848884nahezu vollständig redundant
37_gnssbz_1675_100080.97170497.170372nahezu vollständig redundant
38_gnssbz_1675_100440.88318088.317989nahezu vollständig redundant
39_gnssbz_ESTE_100140.75000075.000012nahezu vollständig redundant
40_gnssbz_ESTE_100260.91099691.099603nahezu vollständig redundant
41_gnssbz_ESTE_100140.94376194.376150nahezu vollständig redundant
42_gnssbz_ESTE_100370.99245099.244986nahezu vollständig redundant
43_gnssbz_ESTE_100440.74748574.748485nahezu vollständig redundant
44_gnssbz_ESTE_100080.97017497.017446nahezu vollständig redundant
45_gnssbz_ESTE_100440.89486689.486557nahezu vollständig redundant
46_gnssbz_GNA2_100140.78008078.007959nahezu vollständig redundant
47_gnssbz_GNA2_100260.89201689.201616nahezu vollständig redundant
48_gnssbz_GNA2_100140.95620895.620757nahezu vollständig redundant
49_gnssbz_GNA2_100370.99521799.521669nahezu vollständig redundant
50_gnssbz_GNA2_100440.74469674.469606nahezu vollständig redundant
51_gnssbz_GNA2_100590.95984795.984687nahezu vollständig redundant
52_gnssbz_GNA2_100080.96788996.788925nahezu vollständig redundant
53_gnssbz_GNA2_100440.93936393.936277nahezu vollständig redundant
1050_niv_812_100470.60577660.577579gut kontrollierbar
1051_niv_10047_100460.60131060.131024gut kontrollierbar
1052_niv_10046_100450.62092362.092269gut kontrollierbar
1053_niv_10045_100340.76285776.285741nahezu vollständig redundant
1054_niv_10034_FH140.61355461.355374gut kontrollierbar
1055_niv_FH14_FH110.68599468.599429gut kontrollierbar
1056_niv_FH11_100350.59484359.484336gut kontrollierbar
1057_niv_10035_100290.56006556.006470gut kontrollierbar
1058_niv_10029_100300.54754154.754083gut kontrollierbar
1059_niv_10030_100310.55686355.686284gut kontrollierbar
1060_niv_10031_100170.58896258.896197gut kontrollierbar
1061_niv_10017_100130.54873254.873168gut kontrollierbar
1062_niv_10013_100120.54557854.557815gut kontrollierbar
1063_niv_10012_100140.54500554.500482gut kontrollierbar
1064_niv_10014_100150.54478354.478264gut kontrollierbar
1065_niv_10015_100160.54443654.443600gut kontrollierbar
1066_niv_10016_100070.54882654.882599gut kontrollierbar
1067_niv_10007_FH130.50048150.048080gut kontrollierbar
1068_niv_FH13_100070.50047650.047647gut kontrollierbar
1069_niv_10007_100160.54889054.888978gut kontrollierbar
1070_niv_10016_100150.54440954.440933gut kontrollierbar
1071_niv_10015_100140.54476554.476513gut kontrollierbar
1072_niv_10014_100120.54496054.495960gut kontrollierbar
1073_niv_10012_100130.54557354.557303gut kontrollierbar
1074_niv_10013_100170.54867354.867287gut kontrollierbar
1075_niv_10017_100310.58894658.894627gut kontrollierbar
1076_niv_10031_100300.55683055.683042gut kontrollierbar
1077_niv_10030_100290.54755454.755350gut kontrollierbar
1078_niv_10029_100350.56015056.014960gut kontrollierbar
1079_niv_10035_FH110.59487959.487858gut kontrollierbar
1080_niv_FH11_FH140.68622368.622251gut kontrollierbar
1081_niv_FH14_100340.61353861.353845gut kontrollierbar
1082_niv_10034_100450.76282976.282946nahezu vollständig redundant
1083_niv_10045_100460.62095462.095431gut kontrollierbar
1084_niv_10046_100470.60123860.123832gut kontrollierbar
1085_niv_10047_8120.60577360.577288gut kontrollierbar
1086_niv_666_100540.52281252.281180gut kontrollierbar
1087_niv_10054_100560.55007455.007448gut kontrollierbar
1088_niv_10056_100580.54726454.726359gut kontrollierbar
1089_niv_10058_100520.57391357.391252gut kontrollierbar
1090_niv_10052_100430.54610054.609996gut kontrollierbar
1091_niv_10043_100260.55189455.189416gut kontrollierbar
1092_niv_10026_100100.60793160.793080gut kontrollierbar
1093_niv_10010_100060.56654756.654691gut kontrollierbar
1094_niv_10006_100100.56654256.654187gut kontrollierbar
1095_niv_10010_100260.60790460.790440gut kontrollierbar
1096_niv_10026_100430.55188855.188846gut kontrollierbar
1097_niv_10043_100520.54609954.609917gut kontrollierbar
1098_niv_10052_100580.57390957.390939gut kontrollierbar
1099_niv_10058_100560.54724154.724066gut kontrollierbar
1100_niv_10056_100540.55021055.020972gut kontrollierbar
1101_niv_10054_6660.52390352.390251gut kontrollierbar
1102_niv_816_100480.64299164.299056gut kontrollierbar
1103_niv_10048_8120.68387368.387278gut kontrollierbar
1104_niv_812_FH30.55116555.116459gut kontrollierbar
1105_niv_FH3_100490.54430754.430731gut kontrollierbar
1106_niv_10049_100530.55019955.019947gut kontrollierbar
1107_niv_10053_100500.57627657.627584gut kontrollierbar
1108_niv_10050_100510.57571657.571589gut kontrollierbar
1109_niv_10051_FH40.56675156.675093gut kontrollierbar
1110_niv_FH4_100400.64506864.506845gut kontrollierbar
1111_niv_10040_100370.55157455.157353gut kontrollierbar
1112_niv_10037_100380.55318555.318494gut kontrollierbar
1113_niv_10038_100390.54726754.726749gut kontrollierbar
1114_niv_10039_100320.55149355.149338gut kontrollierbar
1115_niv_10032_100310.54951154.951117gut kontrollierbar
1116_niv_10031_FH150.55405955.405857gut kontrollierbar
1117_niv_FH15_100330.54407854.407817gut kontrollierbar
1118_niv_10033_100250.55199055.199010gut kontrollierbar
1119_niv_10025_100240.54596254.596215gut kontrollierbar
1120_niv_10024_100230.54565354.565322gut kontrollierbar
1121_niv_10023_100220.54361754.361702gut kontrollierbar
1122_niv_10022_100210.54400954.400948gut kontrollierbar
1123_niv_10021_100260.55122555.122479gut kontrollierbar
1124_niv_10026_100200.57672857.672847gut kontrollierbar
1125_niv_10020_100190.56839656.839598gut kontrollierbar
1126_niv_10019_100170.57288957.288897gut kontrollierbar
1127_niv_10017_100190.57289657.289649gut kontrollierbar
1128_niv_10019_100200.56842856.842839gut kontrollierbar
1129_niv_10020_100260.57677057.676994gut kontrollierbar
1130_niv_10026_100210.55123955.123923gut kontrollierbar
1131_niv_10021_100220.54401754.401709gut kontrollierbar
1132_niv_10022_100230.54365054.364982gut kontrollierbar
1133_niv_10023_100240.54564454.564407gut kontrollierbar
1134_niv_10024_100250.54594254.594234gut kontrollierbar
1135_niv_10025_100330.55200155.200098gut kontrollierbar
1136_niv_10033_FH150.54412954.412942gut kontrollierbar
1137_niv_FH15_100310.55406855.406765gut kontrollierbar
1138_niv_10031_100320.54947554.947505gut kontrollierbar
1139_niv_10032_100390.55156255.156183gut kontrollierbar
1140_niv_10039_100380.54727654.727644gut kontrollierbar
1141_niv_10038_100370.55322455.322408gut kontrollierbar
1142_niv_10037_100400.55164655.164571gut kontrollierbar
1143_niv_10040_FH40.64506564.506503gut kontrollierbar
1144_niv_FH4_100510.56657756.657691gut kontrollierbar
1145_niv_10051_100500.57570857.570804gut kontrollierbar
1146_niv_10050_100530.57615557.615489gut kontrollierbar
1147_niv_10053_100490.55023655.023603gut kontrollierbar
1148_niv_10049_FH30.54442354.442327gut kontrollierbar
1149_niv_FH3_8120.55097455.097397gut kontrollierbar
1150_niv_812_100480.68376868.376784gut kontrollierbar
1151_niv_10048_8160.64300764.300741gut kontrollierbar
1152_niv_816_8120.67549967.549913gut kontrollierbar
1153_niv_812_100450.72611272.611219nahezu vollständig redundant
1154_niv_10045_100340.76278176.278142nahezu vollständig redundant
1155_niv_10034_100350.65371665.371588gut kontrollierbar
1156_niv_10035_100360.50219250.219231gut kontrollierbar
1158_niv_10036_100350.50213150.213086gut kontrollierbar
1159_niv_10035_100340.65365465.365381gut kontrollierbar
1160_niv_10034_100280.54262354.262269gut kontrollierbar
1161_niv_10028_100110.57445457.445355gut kontrollierbar
1162_niv_10011_100010.57729457.729431gut kontrollierbar
1163_niv_10001_100030.57503657.503571gut kontrollierbar
1164_niv_10003_100070.53582653.582612gut kontrollierbar
1165_niv_10007_100080.56048656.048605gut kontrollierbar
1166_niv_10008_100050.54844154.844115gut kontrollierbar
1167_niv_10005_100060.55305555.305480gut kontrollierbar
1168_niv_10006_100040.50266950.266920gut kontrollierbar
1169_niv_10004_100020.50349650.349617gut kontrollierbar
1170_niv_10002_100040.50345450.345448gut kontrollierbar
1171_niv_10004_100060.50264750.264719gut kontrollierbar
1172_niv_10006_100050.55316255.316189gut kontrollierbar
1173_niv_10005_100080.54846954.846900gut kontrollierbar
1174_niv_10008_100070.56042656.042591gut kontrollierbar
1175_niv_10007_100030.53567453.567391gut kontrollierbar
1176_niv_10003_100010.57507657.507624gut kontrollierbar
1177_niv_10001_100110.57729657.729635gut kontrollierbar
1178_niv_10011_100280.57444257.444213gut kontrollierbar
1179_niv_10028_100340.54264954.264851gut kontrollierbar
1180_niv_10034_100450.76281276.281154nahezu vollständig redundant
1181_niv_10045_8120.72611272.611219nahezu vollständig redundant
1182_niv_812_8160.67545367.545336gut kontrollierbar
1183_niv_666_100550.52477852.477832gut kontrollierbar
1184_niv_10055_100570.52557252.557208gut kontrollierbar
1185_niv_10057_100590.54867254.867176gut kontrollierbar
1186_niv_10059_100530.54580054.580008gut kontrollierbar
1187_niv_10053_100440.61599061.598982gut kontrollierbar
1188_niv_10044_100400.60011360.011281gut kontrollierbar
1189_niv_10040_100410.53895553.895542gut kontrollierbar
1190_niv_10041_100420.53630453.630435gut kontrollierbar
1191_niv_10042_100270.57517157.517124gut kontrollierbar
1192_niv_10027_100180.57819657.819560gut kontrollierbar
1193_niv_10018_100090.54488554.488481gut kontrollierbar
1194_niv_10009_100060.53882353.882251gut kontrollierbar
1195_niv_10006_100090.53878753.878724gut kontrollierbar
1196_niv_10009_100180.54491654.491578gut kontrollierbar
1197_niv_10018_100270.57820157.820124gut kontrollierbar
1198_niv_10027_100420.57510857.510816gut kontrollierbar
1199_niv_10042_100410.53648253.648225gut kontrollierbar
1200_niv_10041_100400.53873253.873176gut kontrollierbar
1201_niv_10040_100440.60012060.011964gut kontrollierbar
1202_niv_10044_100530.61595561.595495gut kontrollierbar
1203_niv_10053_100590.54584054.583984gut kontrollierbar
1204_niv_10059_100570.54865754.865684gut kontrollierbar
1205_niv_10057_100550.52569852.569819gut kontrollierbar
1206_niv_10055_6660.52487852.487779gut kontrollierbar
lA_X06450.36648836.648758gut kontrollierbar
lA_X06560.66797966.797877gut kontrollierbar
lA_X09950.37510737.510701gut kontrollierbar
lA_X16750.49528249.528235gut kontrollierbar
lA_XESTE0.50225050.225017gut kontrollierbar
lA_XGNA20.48237148.237060gut kontrollierbar
lA_Y06450.58839458.839375gut kontrollierbar
lA_Y06560.77957177.957082nahezu vollständig redundant
lA_Y09950.61579261.579204gut kontrollierbar
lA_Y16750.69193369.193349gut kontrollierbar
lA_YESTE0.69349769.349722gut kontrollierbar
lA_YGNA20.67790267.790246gut kontrollierbar
lA_Z06450.45646645.646634gut kontrollierbar
lA_Z06560.72030972.030882nahezu vollständig redundant
lA_Z09950.49953849.953844gut kontrollierbar
lA_Z16750.58922158.922148gut kontrollierbar
lA_ZESTE0.59975959.975935gut kontrollierbar
lA_ZGNA20.58038658.038601gut kontrollierbar
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 22 }, { "cell_type": "code", "id": "14db90a3d4d9118b", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:32.610161Z", + "start_time": "2026-02-05T19:13:26.420162Z" + } + }, "source": [ "# Zelle 19: Globaltest des Ausgleichungsmodells\n", "\n", "globaltest = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.globaltest(r_gesamt=r_gesamt, sigma0_apost=s0_aposteriori, sigma0_apriori=1)" ], - "outputs": [], - "execution_count": null + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
GrößeWert
Freiheitsgrad2998
σ̂₀ a posteriori0.966041
σ₀ a priori1
Signifikanzniveau α0.001
Testgröße T_G0.933236
Kritischer Wert Fₖ1.081721
Nullhypothese H₀angenommen
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Nullhypothese H₀ angenommen.\n", + "\n" + ] + } + ], + "execution_count": 23 }, { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:42.439655Z", + "start_time": "2026-02-05T19:13:36.304170Z" + } + }, "cell_type": "code", - "id": "1a84fbfb3db101c9", - "metadata": {}, "source": [ - "# Zelle 20: Lokaltest und innere Zuverlässigkeit\n", + " # Zelle 20: Lokaltest und innere Zuverlässigkeit\n", "# Bei der Auswahl einer GNSS-Komponente, wie z.B. bx werden automatisch die anderen beiden Kompontenen aus-, bzw. abgewählt. Bitte warten, bis dies automatisch durchführt wurde.\n", "\n", "lokaltest, beta = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.aufruf_lokaltest(Jacobimatrix_symbolisch_liste_beobachtungsvektor, globaltest[\"alpha\"], ausgabe_parameterschaetzung, ri, s0_aposteriori)\n" ], - "outputs": [], - "execution_count": null + "id": "f961bf5405be8d34", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + "\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + }, + { + "data": { + "text/plain": [ + "VBox(children=(, HBox(children=(Button(description='Auswah…" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "d7a3c20766f84509ac4393cb260b5da5" + } + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 24 }, { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:47.134049Z", + "start_time": "2026-02-05T19:13:47.125553Z" + } + }, "cell_type": "code", - "id": "ebf2c9ef0a1899dc", - "metadata": {}, "source": [ "# Zelle 21: Ausgewählte Beobachtungen für weitere Iterationen ausschalten\n", "\n", "db_zugriff.set_beobachtung_ausschalten(lokaltest)" ], - "outputs": [], - "execution_count": null + "id": "3e7384f5925eb2a8", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Die ausgewählten Beobachtungen werden für die folgenden Iterationen ausgeschaltet.\n" + ] + } + ], + "execution_count": 25 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:49.350487Z", + "start_time": "2026-02-05T19:13:49.260483Z" + } + }, "cell_type": "code", "source": [ "# Zelle 22: Varianzkomponentenschätzung\n", "\n", - "vks.varianzkomponten_berechnen(Jacobimatrix_symbolisch_liste_beobachtungsvektor, ausgabe_parameterschaetzung, R)" + "df_vks = vks.varianzkomponten_berechnen(Jacobimatrix_symbolisch_liste_beobachtungsvektor, ausgabe_parameterschaetzung, R)\n", + "display(HTML(df_vks.to_html(index=False)))" ], - "id": "dd7bfa4df762a4a7", - "outputs": [], - "execution_count": null + "id": "103e653419f8c8dd", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
BeobachtungsgruppeStandardabweichung a posterioriVarianz a posteriori
SD0.9844590.969160
R0.9417750.886941
ZW0.9584010.918532
gnss1.0336481.068429
niv1.0075951.015248
lA0.9727070.946159
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 26 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:13:51.950539Z", + "start_time": "2026-02-05T19:13:51.837715Z" + } + }, "cell_type": "code", "source": [ "# Zelle 23: Varianzkomponten anpassen\n", @@ -748,20 +20890,39 @@ "vks.vks_ausfuehren()\n", "vks.zeige_vks_tabelle()" ], - "id": "edb14958ee00130c", - "outputs": [], - "execution_count": null + "id": "957352529e458bea", + "outputs": [ + { + "data": { + "text/plain": [ + "VBox(children=(HBox(children=(Label(value='ID', layout=Layout(width='250px')), Label(value='InstrumentenID', l…" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "b3f51a1cef294d20897fb1b6f9cfc1a3" + } + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 27 }, { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:14:06.558122Z", + "start_time": "2026-02-05T19:13:55.399475Z" + } + }, "cell_type": "code", - "id": "256f4a0805b69e14", - "metadata": {}, "source": [ "# Zelle 24: Äußere Zuverlässigkeit\n", "importlib.reload(Netzqualitaet_Zuverlaessigkeit)\n", - "\n", - "bezeichnungen = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", - "\n", "bezeichnungen = [str(s) for s in Jacobimatrix_symbolisch_liste_beobachtungsvektor]\n", "\n", "lokaltest_ergebnisse = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.lokaltest_innere_Zuverlaessigkeit(\n", @@ -774,7 +20935,7 @@ " beta\n", ")\n", "\n", - "Aussen = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.aeussere_zuverlaessigkeit(\n", + "aeussere_zuver = Netzqualitaet_Zuverlaessigkeit.Zuverlaessigkeit.aeussere_zuverlaessigkeit(\n", " Lokaltest=lokaltest_ergebnisse,\n", " bezeichnung=bezeichnungen,\n", " Qxx=ausgabe_parameterschaetzung[\"Q_xx\"],\n", @@ -784,52 +20945,38094 @@ " unbekannten_liste=Jacobimatrix_symbolisch_liste_unbekannte,\n", " x=x,\n", " ausschliessen=\"lA\"\n", - ")\n", - "\n", - "display(HTML(Aussen.to_html(index=False)))\n", - "Aussen.to_excel(r\"Zwischenergebnisse\\Aeussere_Zuverlaessigkeit.xlsx\", index=False)" + ")" ], - "outputs": [], - "execution_count": null + "id": "f5c0087e4e0ea3fd", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + 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BeobachtungStand-PktZiel-Pktr_iEP_GF [mm]EP_grzw [mm]EFSP_3D [mm]EF*SP_3D [mm]
54_SD_1_10009_1000610009100060.9067094.212548e-020.1855780.7855215.3619894.211955
55_SD_1_10009_1001010009100100.9018281.636509e-010.1957830.8079885.3094094.289939
56_SD_1_10009_1001810009100180.9113855.453188e-020.1761370.7636185.3094094.054359
57_SD_1_10009_1000810009100080.8482871.052696e-010.3118701.0356475.3094095.498676
58_SD_1_10009_1000610009100060.9067097.298079e-020.1855780.7855215.3619894.211955
59_SD_1_10009_1001010009100100.9018281.257695e-010.1957830.8079885.3094094.289939
60_SD_1_10009_1001810009100180.9113856.423579e-020.1761370.7636185.3094094.054359
61_SD_1_10009_1000810009100080.8482879.646774e-020.3118701.0356475.3094095.498676
62_SD_1_10009_1000610009100060.9067091.123966e-020.1855780.7855215.3619894.211955
63_SD_1_10009_1001010009100100.9018281.207572e-010.1957830.8079885.3094094.289939
64_SD_1_10009_1001810009100180.9113854.966278e-020.1761370.7636185.3094094.054359
65_SD_1_10009_1000810009100080.8482875.177191e-020.3118701.0356475.3094095.498676
66_SD_2_10006_1000910006100090.9067091.059225e-010.1855780.7855215.3619894.211955
67_SD_2_10006_1000510006100050.9171603.691126e-020.1638950.7359865.3619893.946346
68_SD_2_10006_1000310006100030.9316501.332629e-020.1350340.6633085.3619893.556649
69_SD_2_10006_1000410006100040.9166916.394312e-030.1649650.7382555.3619893.958514
70_SD_2_10006_1001010006100100.9093532.134172e-010.1804200.7731855.3619894.145807
71_SD_2_10006_1001810006100180.8993151.618597e-010.2022170.8194055.3619894.393643
72_SD_2_10006_1000910006100090.9067091.172857e-010.1855780.7855215.3619894.211955
73_SD_2_10006_1000510006100050.9171607.302977e-020.1638950.7359865.3619893.946347
74_SD_2_10006_1000310006100030.9316502.028966e-020.1350340.6633085.3619893.556649
75_SD_2_10006_1000410006100040.9166917.639474e-020.1649650.7382555.3619893.958514
76_SD_2_10006_1001010006100100.9093532.232949e-010.1804200.7731855.3619894.145807
77_SD_2_10006_1001810006100180.8993151.898243e-010.2022170.8194055.3619894.393643
78_SD_2_10006_1000910006100090.9067091.121734e-010.1855780.7855215.3619894.211955
79_SD_2_10006_1000510006100050.9171604.139629e-020.1638950.7359865.3619893.946347
80_SD_2_10006_1000310006100030.9316503.497510e-020.1350340.6633085.3619893.556650
81_SD_2_10006_1000410006100040.9166912.596603e-020.1649650.7382555.3619893.958514
82_SD_2_10006_1001010006100100.9093532.133363e-010.1804200.7731855.3619894.145807
83_SD_2_10006_1001810006100180.8993151.898566e-010.2022170.8194055.3619894.393643
84_SD_3_10008_1000910008100090.8482871.642013e-010.3118701.0356475.3094095.498676
85_SD_3_10008_1000710008100070.9020836.633033e-020.1956740.8068205.3023574.278049
86_SD_3_10008_1000510008100050.8474677.941166e-020.3137631.0389445.3401845.548150
87_SD_3_10008_1000910008100090.8482871.831131e-010.3118701.0356475.3094095.498676
88_SD_3_10008_1000710008100070.9020837.720761e-020.1956740.8068205.3023574.278049
89_SD_3_10008_1000510008100050.8474675.573011e-020.3137631.0389445.3401845.548150
90_SD_3_10008_1000910008100090.8482871.207183e-010.3118701.0356475.3094095.498676
91_SD_3_10008_1000710008100070.9020838.809485e-020.1956740.8068205.3023574.278049
92_SD_3_10008_1000510008100050.8474676.968206e-020.3137631.0389445.3401845.548150
93_SD_4_10005_1000810005100080.8474671.613890e-020.3137631.0389445.3401845.548150
94_SD_4_10005_1000310005100030.9365251.164964e-020.1244970.6375515.3401843.404639
95_SD_4_10005_1000110005100010.9220061.296794e-020.1559790.7122545.3824993.833704
96_SD_4_10005_1000210005100020.9340613.839777e-020.1299760.6506615.3795333.500254
97_SD_4_10005_1000410005100040.8654972.445893e-020.2736690.9653955.3562015.170852
98_SD_4_10005_1000610005100060.9171604.134319e-020.1638950.7359865.3619893.946346
99_SD_4_10005_1000810005100080.8474677.132173e-030.3137631.0389445.3401845.548150
100_SD_4_10005_1000310005100030.9365252.517984e-020.1244970.6375515.3401843.404639
101_SD_4_10005_1000110005100010.9220062.554835e-020.1559790.7122545.3824993.833705
102_SD_4_10005_1000210005100020.9340613.142566e-020.1299760.6506615.3795333.500254
103_SD_4_10005_1000410005100040.8654976.565975e-020.2736690.9653955.3562015.170852
104_SD_4_10005_1000610005100060.9171602.780208e-020.1638950.7359865.3619893.946346
105_SD_4_10005_1000810005100080.8474677.013857e-020.3137631.0389445.3401845.548150
106_SD_4_10005_1000310005100030.9365258.155622e-030.1244970.6375515.3401843.404639
107_SD_4_10005_1000110005100010.9220063.406065e-020.1559790.7122545.3824993.833705
108_SD_4_10005_1000210005100020.9340617.664240e-020.1299760.6506615.3795333.500254
109_SD_4_10005_1000410005100040.8654972.136485e-020.2736690.9653955.3562015.170852
110_SD_4_10005_1000610005100060.9171603.682046e-020.1638950.7359865.3619893.946346
111_SD_5_10004_1000510004100050.8654974.676326e-020.2736690.9653955.3562015.170852
112_SD_5_10004_1000310004100030.9107453.015828e-020.1773870.7666375.3562014.106263
113_SD_5_10004_1000210004100020.9214514.611449e-030.1556710.7150015.3795333.846374
114_SD_5_10004_1000610004100060.9166911.984360e-020.1649650.7382555.3619893.958514
115_SD_5_10004_1000510004100050.8654975.137831e-020.2736690.9653955.3562015.170852
116_SD_5_10004_1000310004100030.9107451.057028e-020.1773870.7666375.3562014.106263
117_SD_5_10004_1000210004100020.9214511.100536e-020.1556710.7150015.3795333.846373
118_SD_5_10004_1000610004100060.9166912.900797e-020.1649650.7382555.3619893.958514
119_SD_5_10004_1000510004100050.8654975.134411e-020.2736690.9653955.3562015.170852
120_SD_5_10004_1000310004100030.9107451.059682e-020.1773870.7666375.3562014.106263
121_SD_5_10004_1000210004100020.9214514.615566e-030.1556710.7150015.3795333.846374
122_SD_5_10004_1000610004100060.9166911.984305e-020.1649650.7382555.3619893.958514
123_SD_6_10003_1000410003100040.9107454.698946e-020.1773870.7666375.3562014.106263
124_SD_6_10003_1000610003100060.9316501.847995e-020.1350340.6633085.3619893.556649
125_SD_6_10003_1000510003100050.9365251.320413e-020.1244970.6375515.3401843.404639
126_SD_6_10003_1000710003100070.8962939.760231e-020.2074300.8330105.3244524.435323
127_SD_6_10003_1001610003100160.8953751.056909e-010.2097700.8371185.3244524.457197
128_SD_6_10003_1000110003100010.9186788.608193e-030.1613120.7286105.3824993.921740
129_SD_6_10003_1000210003100020.9042332.725376e-020.1907630.7969675.3795334.287307
130_SD_6_10003_1000410003100040.9107457.326799e-030.1773870.7666375.3562014.106263
131_SD_6_10003_1000610003100060.9316505.883414e-020.1350340.6633085.3619893.556649
132_SD_6_10003_1000510003100050.9365252.671857e-020.1244970.6375515.3401843.404639
133_SD_6_10003_1000710003100070.8962939.583828e-020.2074300.8330105.3244524.435323
134_SD_6_10003_1001610003100160.8953751.290959e-010.2097700.8371185.3244524.457197
135_SD_6_10003_1000110003100010.9186783.471382e-020.1613120.7286105.3824993.921740
136_SD_6_10003_1000210003100020.9042334.842211e-020.1907630.7969675.3795334.287307
137_SD_6_10003_1000410003100040.9107453.181965e-020.1773870.7666375.3562014.106263
138_SD_6_10003_1000610003100060.9316502.943717e-020.1350340.6633085.3619893.556649
139_SD_6_10003_1000510003100050.9365253.855800e-030.1244970.6375515.3401843.404639
140_SD_6_10003_1000710003100070.8962935.937618e-020.2074300.8330105.3244524.435323
141_SD_6_10003_1001610003100160.8953751.232282e-010.2097700.8371185.3244524.457197
142_SD_6_10003_1000110003100010.9186781.444335e-020.1613120.7286105.3824993.921741
143_SD_6_10003_1000210003100020.9042334.312467e-020.1907630.7969675.3795334.287307
144_SD_7_10002_1000310002100030.9042332.021544e-020.1907630.7969675.3795334.287307
145_SD_7_10002_1000110002100010.9045901.891112e-020.1901790.7953245.3824994.280831
146_SD_7_10002_1000410002100040.9214514.328279e-020.1556710.7150015.3795333.846374
147_SD_7_10002_1000610002100060.9159043.126768e-020.1684420.7420515.3795333.991885
148_SD_7_10002_1000510002100050.9340613.055754e-030.1299760.6506615.3795333.500254
149_SD_7_10002_1000310002100030.9042334.247009e-020.1907630.7969675.3795334.287308
150_SD_7_10002_1000110002100010.9045903.068641e-030.1901790.7953245.3824994.280831
151_SD_7_10002_1000410002100040.9214514.752811e-020.1556710.7150015.3795333.846374
152_SD_7_10002_1000610002100060.9159042.109324e-020.1684420.7420515.3795333.991885
153_SD_7_10002_1000510002100050.9340611.931277e-020.1299760.6506615.3795333.500255
154_SD_7_10002_1000310002100030.9042332.550492e-020.1907630.7969675.3795334.287308
155_SD_7_10002_1000110002100010.9045901.888874e-020.1901790.7953245.3824994.280831
156_SD_7_10002_1000410002100040.9214519.224039e-030.1556710.7150015.3795333.846374
157_SD_7_10002_1000610002100060.9159041.561593e-020.1684420.7420515.3795333.991885
158_SD_7_10002_1000510002100050.9340614.165395e-030.1299760.6506615.3795333.500254
159_SD_8_10001_1000210001100020.9045907.067426e-020.1901790.7953245.3824994.280831
160_SD_8_10001_1000510001100050.9220062.187240e-020.1559790.7122545.3824993.833704
161_SD_8_10001_1000310001100030.9186781.858377e-020.1613120.7286105.3824993.921740
162_SD_8_10001_1001110001100110.8411834.228742e-020.3296981.0640835.3824995.727427
163_SD_8_10001_1000210001100020.9045903.886192e-020.1901790.7953245.3824994.280831
164_SD_8_10001_1000510001100050.9220063.740011e-020.1559790.7122545.3824993.833705
165_SD_8_10001_1000310001100030.9186781.954070e-020.1613120.7286105.3824993.921741
166_SD_8_10001_1001110001100110.8411836.094316e-020.3296981.0640835.3824995.727427
167_SD_8_10001_1000210001100020.9045903.965958e-020.1901790.7953245.3824994.280831
168_SD_8_10001_1000510001100050.9220063.405236e-030.1559790.7122545.3824993.833704
169_SD_8_10001_1000310001100030.9186783.452403e-020.1613120.7286105.3824993.921741
170_SD_8_10001_1001110001100110.8411836.992314e-020.3296981.0640835.3824995.727427
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" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 28 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:14:11.131634Z", + "start_time": "2026-02-05T19:14:06.638459Z" + } + }, "cell_type": "code", "source": [ "# Zelle 25: Standardabweichungen der einzelnen Punkte und Helmert'scher Punktfehler (3D)\n", "\n", "Helmertscher_Punktfehler = Netzqualitaet_Genauigkeit.Genauigkeitsmaße.helmert_punktfehler(ausgabe_parameterschaetzung[\"Q_xx\"], s0_aposteriori,Jacobimatrix_symbolisch_liste_unbekannte)" ], - "id": "9e6624251a23847d", - "outputs": [], - "execution_count": null + "id": "c607bff0c4745e99", + "outputs": [ + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " 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PunktσxσyσzσP_3D
100090.0027850.0022450.0039240.005309
100060.0028500.0022490.0039460.005362
100100.0027640.0022520.0039140.005295
100180.0027310.0022440.0039040.005266
100080.0027690.0022540.0039200.005302
100050.0028200.0022470.0039390.005340
100030.0027960.0022460.0039360.005324
100040.0028340.0022560.0039460.005356
100070.0027530.0022270.0039170.005281
100010.0027780.0024020.0039350.005382
100020.0028030.0023540.0039420.005380
100160.0027050.0022270.0038970.005241
100110.0026710.0023900.0038870.005287
100260.0026780.0022510.0038830.005227
100270.0026700.0022430.0038890.005223
100430.0026830.0022530.0039010.005244
100440.0026880.0022390.0039090.005246
100210.0026750.0022830.0038840.005240
100200.0026740.0022790.0038840.005237
100240.0026840.0022900.0038920.005253
100250.0026700.0022820.0038890.005240
100220.0026820.0022820.0038880.005246
100230.0026790.0022810.0038880.005243
100190.0026710.0022530.0038830.005224
100330.0026710.0022440.0038890.005224
100170.0026690.0022280.0038830.005212
100520.0027320.0022570.0039300.005292
100420.0026830.0022460.0039040.005242
100530.0027800.0022490.0039510.005329
100370.0026950.0022310.0039080.005246
100400.0026930.0022580.0039080.005255
100410.0026840.0022500.0039040.005245
100380.0026890.0022340.0039030.005240
100510.0027360.0022530.0039300.005292
100360.0027110.0022540.0039130.005267
100350.0027040.0023010.0039070.005279
100390.0026830.0022340.0038980.005232
100590.0029250.0022670.0040180.005462
100500.0027750.0022580.0039450.005326
100130.0026760.0022830.0038870.005242
100280.0026810.0023870.0038940.005296
100120.0026800.0022780.0038900.005244
100140.0026740.0022300.0038850.005217
100310.0026710.0022310.0038890.005219
100150.0027050.0022390.0038970.005246
100320.0026780.0022320.0038930.005225
100300.0026820.0022970.0038940.005257
100290.0026830.0023000.0038960.005260
100340.0027120.0023980.0039070.005327
100450.0028060.0024120.0039430.005407
100490.0027930.0023120.0039500.005361
100470.0027960.0023690.0039450.005385
100460.0027900.0023750.0039420.005381
100480.0027900.0023180.0039460.005360
100570.0029370.0023100.0040080.005480
100550.0029540.0023610.0040070.005510
100540.0029770.0024730.0040060.005570
100580.0029640.0023240.0040270.005514
100560.0029820.0023430.0040210.005527
8120.0027990.0026020.0039500.005496
8160.0028050.0023580.0039510.005388
FH30.0028030.0027110.0039480.005549
6660.0029650.0026480.0040070.005644
FH110.0027320.0024130.0039150.005349
FH140.0027270.0023840.0039150.005334
FH40.0027750.0022900.0039450.005339
FH130.0027760.0022500.0039270.005309
FH150.0027670.0025370.0039120.005422
06450.0038450.0030990.0056980.007540
06560.0027830.0022680.0040870.005440
09950.0038180.0029940.0054670.007310
16750.0034320.0026810.0049530.006595
ESTE0.0034080.0026740.0048890.006532
GNA20.0034750.0027410.0050060.006682
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Punktσx [m]σy [m]σxy [m]Große Halbachse [m]Kleine Halbachse [m]θ [gon]
100090.00280.00221.053201e-070.00280.00222.467
100060.00290.00221.531909e-080.00290.00220.318
100100.00280.00231.299902e-070.00280.00233.211
100180.00270.00222.282232e-070.00270.00225.930
100080.00280.00231.817833e-070.00280.00234.440
100050.00280.00222.482629e-070.00280.00225.392
100030.00280.00225.425129e-070.00280.002211.865
100040.00280.00233.033819e-070.00280.00226.466
100070.00280.00223.956896e-070.00280.00229.345
100010.00280.00248.060708e-070.00280.002322.011
100020.00280.00246.669867e-070.00280.002316.635
100160.00270.00223.597554e-070.00270.00229.428
100110.00270.00244.481690e-070.00270.002417.881
100260.00270.00232.439530e-070.00270.00227.243
100270.00270.00223.557007e-070.00270.002210.401
100430.00270.00234.372172e-070.00270.002212.439
100440.00270.00225.160338e-070.00270.002213.895
100210.00270.00232.773021e-070.00270.00238.842
100200.00270.00233.150258e-070.00270.00239.921
100240.00270.00233.528738e-070.00270.002310.988
100250.00270.00233.574729e-070.00270.002311.337
100220.00270.00233.082711e-070.00270.00239.575
100230.00270.00233.139994e-070.00270.00239.800
100190.00270.00233.467245e-070.00270.002210.335
100330.00270.00223.349189e-070.00270.00229.816
100170.00270.00223.881873e-070.00270.002210.992
100520.00270.00236.234539e-070.00280.002215.427
100420.00270.00224.523625e-070.00270.002212.657
100530.00280.00226.717003e-070.00280.002214.834
100370.00270.00223.521790e-070.00270.00229.511
100400.00270.00233.828233e-070.00270.002210.872
100410.00270.00234.670945e-070.00270.002213.091
100380.00270.00223.640996e-070.00270.00229.995
100510.00270.00235.657220e-070.00280.002213.971
100360.00270.00232.612170e-070.00270.00227.209
100350.00270.00231.472345e-070.00270.00234.613
100390.00270.00223.550578e-070.00270.00229.907
100590.00290.00239.013612e-070.00300.002215.456
100500.00280.00234.910096e-070.00280.002211.475
100130.00270.00233.958031e-070.00270.002312.279
100280.00270.00241.904851e-070.00270.00247.969
100120.00270.00234.736704e-070.00270.002314.102
100140.00270.00224.011191e-070.00270.002211.224
100310.00270.00223.520858e-070.00270.002210.056
100150.00270.00223.922354e-070.00270.002210.445
100320.00270.00223.740050e-070.00270.002210.475
100300.00270.00232.260227e-070.00270.00237.373
100290.00270.00232.543324e-070.00270.00238.285
100340.00270.0024-4.181037e-080.00270.0024198.345
100450.00280.0024-2.692800e-070.00280.0024191.860
100490.00280.00233.330254e-070.00280.00238.428
100470.00280.00246.742814e-080.00280.00241.947
100460.00280.0024-5.898020e-090.00280.0024199.825
100480.00280.00232.135108e-070.00280.00235.579
100570.00290.00231.915697e-070.00290.00233.688
100550.00300.0024-2.155969e-070.00300.0024195.672
100540.00300.0025-8.170628e-070.00300.0024182.929
100580.00300.00235.629496e-070.00300.002310.233
100560.00300.0023-1.152407e-070.00300.0023197.848
8120.00280.00261.508090e-070.00280.00268.787
8160.00280.00241.834327e-070.00280.00245.024
FH30.00280.0027-6.247093e-080.00280.0027192.311
6660.00300.0026-5.788589e-070.00300.0026181.655
FH110.00270.0024-7.244882e-080.00270.0024197.195
FH140.00270.00241.771722e-080.00270.00240.642
FH40.00280.00236.474114e-070.00280.002315.460
FH130.00280.00233.911221e-070.00280.00229.165
FH150.00280.0025-4.309075e-070.00280.0025180.457
06450.00380.00311.098648e-060.00390.003112.776
06560.00280.00233.853713e-070.00280.00239.161
09950.00380.00306.448908e-070.00380.00307.187
16750.00340.00278.047578e-070.00350.002710.740
ESTE0.00340.00278.554853e-070.00340.002611.655
GNA20.00350.00279.294521e-070.00350.002712.317
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 30 }, { "cell_type": "code", "id": "7de561d7eaebb1c2", - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:14:35.767609Z", + "start_time": "2026-02-05T19:14:31.082809Z" + } + }, "source": [ "# Zelle 27: Konfidenzellipsen\n", "\n", "Konfidenzellipse = Netzqualitaet_Genauigkeit.Genauigkeitsmaße.konfidenzellipse(ausgabe_parameterschaetzung[\"Q_xx\"], s0_aposteriori, Jacobimatrix_symbolisch_liste_unbekannte, r_gesamt, False)" ], - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "→ Verwende alpha = 0.05 (Konfidenz = 95.0%)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + 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Punktσx [m]σy [m]σxy [m]Große Halbachse [m]Kleine Halbachse [m]θ [gon]
100090.0027850.0022451.053201e-070.00680.00552.467
100060.0028500.0022491.531909e-080.00700.00550.318
100100.0027640.0022521.299902e-070.00680.00553.211
100180.0027310.0022442.282232e-070.00670.00555.930
100080.0027690.0022541.817833e-070.00680.00554.440
100050.0028200.0022472.482629e-070.00690.00555.392
100030.0027960.0022465.425129e-070.00690.005411.865
100040.0028340.0022563.033819e-070.00700.00556.466
100070.0027530.0022273.956896e-070.00680.00549.345
100010.0027780.0024028.060708e-070.00690.005722.011
100020.0028030.0023546.669867e-070.00690.005716.635
100160.0027050.0022273.597554e-070.00660.00549.428
100110.0026710.0023904.481690e-070.00660.005817.881
100260.0026780.0022512.439530e-070.00660.00557.243
100270.0026700.0022433.557007e-070.00660.005510.401
100430.0026830.0022534.372172e-070.00660.005512.439
100440.0026880.0022395.160338e-070.00660.005413.895
100210.0026750.0022832.773021e-070.00660.00568.842
100200.0026740.0022793.150258e-070.00660.00569.921
100240.0026840.0022903.528738e-070.00660.005610.988
100250.0026700.0022823.574729e-070.00660.005611.337
100220.0026820.0022823.082711e-070.00660.00569.575
100230.0026790.0022813.139994e-070.00660.00569.800
100190.0026710.0022533.467245e-070.00660.005510.335
100330.0026710.0022443.349189e-070.00660.00559.816
100170.0026690.0022283.881873e-070.00660.005410.992
100520.0027320.0022576.234539e-070.00680.005415.427
100420.0026830.0022464.523625e-070.00660.005412.657
100530.0027800.0022496.717003e-070.00690.005414.834
100370.0026950.0022313.521790e-070.00660.00549.511
100400.0026930.0022583.828233e-070.00660.005510.872
100410.0026840.0022504.670945e-070.00660.005513.091
100380.0026890.0022343.640996e-070.00660.00549.995
100510.0027360.0022535.657220e-070.00680.005413.971
100360.0027110.0022542.612170e-070.00670.00557.209
100350.0027040.0023011.472345e-070.00660.00564.613
100390.0026830.0022343.550578e-070.00660.00549.907
100590.0029250.0022679.013612e-070.00730.005415.456
100500.0027750.0022584.910096e-070.00680.005511.475
100130.0026760.0022833.958031e-070.00660.005512.279
100280.0026810.0023871.904851e-070.00660.00587.969
100120.0026800.0022784.736704e-070.00660.005514.102
100140.0026740.0022304.011191e-070.00660.005411.224
100310.0026710.0022313.520858e-070.00660.005410.056
100150.0027050.0022393.922354e-070.00670.005410.445
100320.0026780.0022323.740050e-070.00660.005410.475
100300.0026820.0022972.260227e-070.00660.00567.373
100290.0026830.0023002.543324e-070.00660.00568.285
100340.0027120.002398-4.181037e-080.00660.0059198.345
100450.0028060.002412-2.692800e-070.00690.0059191.860
100490.0027930.0023123.330254e-070.00690.00568.428
100470.0027960.0023696.742814e-080.00680.00581.947
100460.0027900.002375-5.898020e-090.00680.0058199.825
100480.0027900.0023182.135108e-070.00680.00575.579
100570.0029370.0023101.915697e-070.00720.00573.688
100550.0029540.002361-2.155969e-070.00720.0058195.672
100540.0029770.002473-8.170628e-070.00740.0059182.929
100580.0029640.0023245.629496e-070.00730.005610.233
100560.0029820.002343-1.152407e-070.00730.0057197.848
8120.0027990.0026021.508090e-070.00690.00648.787
8160.0028050.0023581.834327e-070.00690.00585.024
FH30.0028030.002711-6.247093e-080.00690.0066192.311
6660.0029650.002648-5.788589e-070.00730.0064181.655
FH110.0027320.002413-7.244882e-080.00670.0059197.195
FH140.0027270.0023841.771722e-080.00670.00580.642
FH40.0027750.0022906.474114e-070.00690.005515.460
FH130.0027760.0022503.911221e-070.00680.00559.165
FH150.0027670.002537-4.309075e-070.00680.0061180.457
06450.0038450.0030991.098648e-060.00950.007512.776
06560.0027830.0022683.853713e-070.00680.00559.161
09950.0038180.0029946.448908e-070.00940.00737.187
16750.0034320.0026818.047578e-070.00850.006510.740
ESTE0.0034080.0026748.554853e-070.00840.006511.655
GNA20.0034750.0027419.294521e-070.00860.006612.317
" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 31 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:14:51.260250Z", + "start_time": "2026-02-05T19:14:46.673985Z" + } + }, "cell_type": "code", "source": [ "# Zelle 28: Konfidenzellipsen im ENU-System\n", @@ -837,31 +59040,1887 @@ "Konfidenzellipse_ENU, R0 = Netzqualitaet_Genauigkeit.Genauigkeitsmaße.konfidenzellipsen_enu(a, b, ausgabe_parameterschaetzung, Jacobimatrix_symbolisch_liste_unbekannte, dict_koordinaten_ausgleichungsergebnis, s0_aposteriori, r_gesamt)" ], "id": "ddc157c0ff21c93e", - "outputs": [], - "execution_count": null + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ENU-Referenz (Schwerpunkt): B0=59.04469350 rad, L0=9.11653846 rad\n", + "→ Verwende alpha = 0.05 (Konfidenz = 95.0%)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " 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PunktσE [m]σN [m]σEN [m]Große Halbachse [m]Kleine Halbachse [m]θ_EN [gon]
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" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 32 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T21:00:00.172347Z", + "start_time": "2026-02-05T20:59:58.015056Z" + } + }, "cell_type": "code", "source": [ "# Zelle 29: Netzplot mit Konfidenzellipsen (im ENU-System)\n", + "importlib.reload(Netzqualitaet_Genauigkeit)\n", + "# Mithilfe des Parameters \"skalierung\" kann die dargestellte Größe der Ellipsen im Plot angepasst werden\n", + "\n", + "skalierung = 2000\n", "\n", "Koord_ENU = Berechnungen.ENU.transform_Koord_zu_KoordENU(dict_koordinaten_ausgleichungsergebnis, R0)\n", "\n", - "Netzqualitaet_Genauigkeit.Plot.netzplot_ellipsen(\n", + "plot = Netzqualitaet_Genauigkeit.Plot.netzplot_ellipsen(\n", " Koord_ENU=Koord_ENU,\n", " unbekannten_labels=Jacobimatrix_symbolisch_liste_unbekannte,\n", " beobachtungs_labels=Jacobimatrix_symbolisch_liste_beobachtungsvektor,\n", " df_konf_ellipsen_enu=Konfidenzellipse_ENU,\n", - " skalierung=1000\n", - ")" + " skalierung=skalierung\n", + ")\n", + "plot_darstellung = go.FigureWidget(plot)\n", + "display(plot_darstellung);\n" ], - "id": "94a42bd0a62875ea", - "outputs": [], - "execution_count": null + "id": "734d3c862c536ca0", + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "ab8dd0a93bf74d27867ab22fafc0ba0a" + }, + "text/plain": [ + "FigureWidget({\n", + " 'data': [{'line': {'color': 'rgba(255, 100, 0, 0.4)', 'width': 1},\n", + " 'mode': 'lines',\n", + " 'name': 'GNSS-Basislinien',\n", + " 'type': 'scatter',\n", + " 'uid': '99169ed1-c2d0-4b82-9c2d-e343f290de42',\n", + " 'x': [-50770.058727584714, -331.7546692743073, None, ...,\n", + " -202.03659557614546, 54192.32448684335, None],\n", + " 'y': [10258.912769580571, 352.28409098799494, None, ...,\n", + " 330.57385488474756, 24704.55812347676, None]},\n", + " {'line': {'color': 'rgba(100, 100, 100, 0.3)', 'width': 1},\n", + " 'mode': 'lines',\n", + " 'name': 'Tachymeter-Beob',\n", + " 'type': 'scatter',\n", + " 'uid': '6bfdf1eb-42d6-41ae-8197-67454ead3717',\n", + " 'x': [-452.1200057240952, -420.16200173077806, None, ...,\n", + " -279.02315434021534, -294.6951714209655, None],\n", + " 'y': [357.6492660385531, 350.7900234169552, None, ...,\n", + " 274.1690171495115, 294.89164860004416, None]},\n", + " {'hoverinfo': 'skip',\n", + " 'legendgroup': 'Ellipsen',\n", + " 'line': {'color': 'red', 'width': 1.5},\n", + " 'mode': 'lines',\n", + " 'name': 'Ellipsen (×2000)',\n", + " 'showlegend': True,\n", + " 'type': 'scatter',\n", + " 'uid': '12f7afd7-c210-4f45-b13f-477ab6d36714',\n", + " 'x': {'bdata': ('WEyvoFcvesBKxqBqGEJ6wKvZW6XaVH' ... 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N=159.1645 m
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E=-151.9922 m
N=249.5264 m
U=9.6150 m,\n", + " Punkt 10049
E=-144.7915 m
N=276.6561\n", + " m
U=9.8210 m, Punkt 10050
E=-150.4239\n", + " m
N=303.0719 m
U=9.9883 m, Punkt\n", + " 10051
E=-174.0212 m
N=307.1847 m
U=10.1090 m,\n", + " Punkt 10052
E=-174.9210 m
N=336.8346\n", + " m
U=10.1090 m, Punkt 10053
E=-142.7379\n", + " m
N=325.4301 m
U=10.0988 m, Punkt\n", + " 10054
E=-94.1512 m
N=138.2391 m
U=9.5361 m,\n", + " Punkt 10055
E=-91.8058 m
N=201.7212 m
U=9.2835\n", + " m, Punkt 10056
E=-77.5637 m
N=215.6840\n", + " m
U=9.2563 m, Punkt 10057
E=-90.0689\n", + " m
N=248.5231 m
U=9.5960 m, Punkt\n", + " 10058
E=-71.9870 m
N=289.4657 m
U=9.6953 m,\n", + " Punkt 10059
E=-79.8912 m
N=328.0231 m
U=9.8560\n", + " m, Punkt 1675
E=15956.8111 m
N=-26442.5647\n", + " m
U=-36.1507 m, Punkt 666
E=-96.6068\n", + " m
N=165.0596 m
U=9.6129 m, Punkt\n", + " 812
E=-163.7422 m
N=199.3793 m
U=9.7180 m,\n", + " Punkt 816
E=-165.5091 m
N=240.9780 m
U=9.7129\n", + " m, Punkt ESTE
E=-42283.8683 m
N=-20180.6700\n", + " m
U=-135.7841 m, Punkt FH11
E=-201.6403\n", + " m
N=202.9633 m
U=9.7829 m, Punkt\n", + " FH13
E=-414.9890 m
N=267.9964 m
U=10.2535 m,\n", + " Punkt FH14
E=-202.1165 m
N=202.4204 m
U=9.8371\n", + " m, Punkt FH15
E=-294.6952 m
N=294.8916\n", + " m
U=10.4436 m, Punkt FH3
E=-156.0521\n", + " m
N=248.4854 m
U=10.4279 m, Punkt\n", + " FH4
E=-178.2743 m
N=299.9467 m
U=10.4424 m,\n", + " Punkt GNA2
E=54192.3245 m
N=24704.5581\n", + " m
U=-254.2173 m],\n", + " 'marker': {'color': 'black', 'size': 8},\n", + " 'mode': 'markers+text',\n", + " 'name': 'Netzpunkte',\n", + " 'text': [0645, 0656, 0995, 10001, 10002, 10003, 10004, 10005, 10006,\n", + " 10007, 10008, 10009, 10010, 10011, 10012, 10013, 10014,\n", + " 10015, 10016, 10017, 10018, 10019, 10020, 10021, 10022,\n", + " 10023, 10024, 10025, 10026, 10027, 10028, 10029, 10030,\n", + " 10031, 10032, 10033, 10034, 10035, 10036, 10037, 10038,\n", + " 10039, 10040, 10041, 10042, 10043, 10044, 10045, 10046,\n", + " 10047, 10048, 10049, 10050, 10051, 10052, 10053, 10054,\n", + " 10055, 10056, 10057, 10058, 10059, 1675, 666, 812, 816,\n", + " ESTE, FH11, FH13, FH14, FH15, FH3, FH4, GNA2],\n", + " 'textposition': 'top center',\n", + " 'type': 'scatter',\n", + " 'uid': '4c949ee1-912f-481a-b7c3-83147322da1e',\n", + " 'x': [-50770.058727584714, -177.6874365168476, 40987.14458264358,\n", + " -433.8636054874784, -444.7389282958722, -435.5873409712973,\n", + " -450.9816807000965, -441.51082597343077, -452.1200057240952,\n", + " -410.7892849089575, -416.01219882206914, -420.16200173077806,\n", + " -391.60444701820677, -346.27819594231374, -367.9622343157884,\n", + " -345.9885687590136, -358.78329103965535, -377.55449273372625,\n", + " -380.46534119418357, -337.68109455414356, -362.39801161680793,\n", + " -332.52381257007397, -328.8976730962464, -328.68190165250786,\n", + " -321.08228420185543, -315.146009810774, -305.1057717680671,\n", + " -290.7390680860524, -331.7546692743073, -285.87554432423804,\n", + " -270.6554968457703, -258.1969281759523, -271.96557739091594,\n", + " -291.8356068258676, -279.02315434021534, -291.6025053665232,\n", + " -213.75489700345588, -212.17345977358332, -199.7681590447546,\n", + " -206.4715775383453, -238.03894729123203, -252.52486877470312,\n", + " -207.91300095129614, -237.81186075805266, -223.9892295415424,\n", + " -240.03799101570914, -202.03659557614546, -159.6156851726905,\n", + " -161.13804600877918, -153.84270070417568, -151.99221215894372,\n", + " -144.7915009550753, -150.42385505588632, -174.02124038606206,\n", + " -174.92103968637159, -142.73790570897296, -94.15118233114033,\n", + " -91.80577177315055, -77.56373995387376, -90.06888640710834,\n", + " -71.98703695486348, -79.89122665431091, 15956.811062708672,\n", + " -96.60679497699019, -163.74215609231263, -165.50911908406468,\n", + " -42283.868288669815, -201.6403391968081, -414.9889950056364,\n", + " -202.1164533489267, -294.6951714209655, -156.0521373132627,\n", + " -178.27434229311058, 54192.32448684335],\n", + " 'y': [10258.912769580571, 235.69550468362723, -6878.7008859576445,\n", + " 183.8925260210189, 229.2093363316709, 260.4467035729625,\n", + " 310.51390384986087, 321.1248983580599, 357.6492660385531,\n", + " 268.7462186232529, 329.1405686841775, 350.7900234169552,\n", + " 356.7494237835177, 176.34950032946256, 232.52304486124783,\n", + " 233.51329910573708, 249.64419785544393, 252.16995121286462,\n", + " 268.91556831171937, 263.21944827456167, 347.1665064954905,\n", + " 293.77808649776404, 315.4799464051022, 323.7609015377236,\n", + " 319.37967311435165, 315.29749604629154, 323.5353595223496,\n", + " 319.26758878506513, 352.28409098799494, 339.3148253630843,\n", + " 169.3191521725112, 223.31642710562488, 225.3751761731033,\n", + " 258.9747618135602, 274.1690171495115, 286.4187316677689,\n", + " 163.5797784436463, 214.26536277230275, 250.9944961638421,\n", + " 270.4148386199274, 268.91685072972444, 274.318116640107,\n", + " 295.9430832947016, 304.7581745767289, 326.4053320429073,\n", + " 344.0363626415743, 330.57385488474756, 159.16451671508005,\n", + " 203.86937397087382, 221.61255891476694, 249.52637983286937,\n", + " 276.65612280279464, 303.07189571013333, 307.18471839275134,\n", + " 336.8346308319003, 325.4301110548729, 138.2390706313474,\n", + " 201.72117372543087, 215.68402308938585, 248.52312148921266,\n", + " 289.465662329336, 328.02313115276945, -26442.564683543314,\n", + " 165.059635606831, 199.37928305856065, 240.9780137372333,\n", + " -20180.669966853035, 202.96330348154765, 267.99636254139176,\n", + " 202.42043583324698, 294.89164860004416, 248.48536335142447,\n", + " 299.9467315104675, 24704.55812347676]}],\n", + " 'layout': {'annotations': [{'align': 'left',\n", + " 'bgcolor': 'white',\n", + " 'bordercolor': 'black',\n", + " 'borderwidth': 1,\n", + " 'showarrow': False,\n", + " 'text': 'Maßstab Ellipsen:
Dargestellte Größe = Konfidenzellipse × 2000',\n", + " 'x': 0.02,\n", + " 'xref': 'paper',\n", + " 'y': 0.05,\n", + " 'yref': 'paper'}],\n", + " 'height': 900,\n", + " 'plot_bgcolor': 'white',\n", + " 'template': '...',\n", + " 'title': {'text': 'Netzplot im ENU-System mit Konfidenzellipsen (Ellipsen ×2000)'},\n", + " 'width': 1100,\n", + " 'xaxis': {'gridcolor': 'lightgrey',\n", + " 'scaleanchor': 'y',\n", + " 'scaleratio': 1,\n", + " 'showgrid': True,\n", + " 'title': {'text': 'E [m]'}},\n", + " 'yaxis': {'gridcolor': 'lightgrey', 'showgrid': True, 'title': {'text': 'N [m]'}}}\n", + "})" + ] + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 60 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:59:10.524319Z", + "start_time": "2026-02-05T19:59:08.533661Z" + } + }, + "cell_type": "code", + "source": [ + "# Zelle 30: Aktuelle Zoom-Ansicht speichern\n", + "\n", + "Netzqualitaet_Genauigkeit.Plot.plot_speichere_aktuelle_ansicht(plot_darstellung)" + ], + "id": "4ee12e4d548d9831", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "✅ Aktuelle Ansicht wurde erfolgreich gespeichert: Netzqualitaet\\netzplot_ellipsen_zoom_ansicht.png\n", + " Ausschnitt: E[-490.70 bis -40.73], N[53.64 bis 439.79]\n" + ] + } + ], + "execution_count": 48 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:17:19.771059Z", + "start_time": "2026-02-05T19:17:19.724347Z" + } + }, "cell_type": "code", "source": [ "from Koordinatentransformationen import Transformationen\n", @@ -873,12 +60932,25 @@ "koordinaten_utm = (dict_koordinaten_utm)\n", "print(koordinaten_utm)" ], - "id": "844b818e7a3db233", - "outputs": [], - "execution_count": null + "id": "93948fb31a67c186", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'10009': (446396.9441432, 5888520.08004225, 4.11045598), '10006': (446365.0760944, 5888527.29106219, 3.68842423), '10010': (446425.55546436, 5888525.71988265, 4.03010761), '10018': (446454.64289188, 5888515.81691672, 4.35973966), '10008': (446400.85182699, 5888498.39392276, 3.83631383), '10005': (446375.27527643, 5888490.66475384, 3.82581193), '10003': (446380.52268896, 5888429.94710209, 3.85096414), '10004': (446365.69073064, 5888480.16349201, 3.59912409), '10007': (446405.40213184, 5888437.96776404, 4.02069963), '10001': (446381.39596885, 5888353.4069601, 3.99974867), '10002': (446371.02833402, 5888398.82485517, 3.69761203), '10016': (446435.71482148, 5888437.80044964, 4.15884681), '10011': (446468.85969163, 5888344.89504986, 3.9172295), '10026': (446485.32975636, 5888520.59214695, 4.4049856), '10027': (446531.04503566, 5888507.11925701, 4.43083357), '10043': (446576.91511982, 5888511.32996329, 4.41625671), '10044': (446614.75061191, 5888497.45147739, 4.64455317), '10021': (446488.08459487, 5888492.04721431, 4.45386893), '10020': (446487.77700018, 5888483.77224514, 4.44016074), '10024': (446511.64799736, 5888491.5600845, 4.40480403), '10025': (446525.96110605, 5888487.13469245, 4.51671363), '10022': (446495.63228061, 5888487.58353866, 4.32099643), '10023': (446501.52067649, 5888483.43723442, 4.44406792), '10019': (446483.91153051, 5888462.12006, 4.07860692), '10033': (446524.73340628, 5888454.30968847, 3.95655346), '10017': (446478.41729364, 5888431.63191301, 4.07057928), '10052': (446641.92389212, 5888503.40857639, 4.38630047), '10042': (446592.76122344, 5888493.5284402, 4.4548837), '10053': (446673.96647939, 5888491.65178072, 4.374554), '10037': (446609.64979086, 5888437.36780558, 4.0930377), '10040': (446608.49235255, 5888462.90097088, 4.2656277), '10041': (446578.70431482, 5888472.0440914, 4.58696357), '10038': (446578.07948588, 5888436.22084944, 4.18757448), '10051': (446642.49419607, 5888473.7615372, 4.38413346), '10036': (446616.13474428, 5888417.88147936, 4.1004792), '10035': (446603.3271475, 5888381.30596517, 4.17454289), '10039': (446563.65979801, 5888441.78056132, 4.19554177), '10059': (446736.81467339, 5888493.54610902, 4.13120969), '10050': (446666.03569224, 5888469.388581, 4.26267267), '10013': (446469.7836847, 5888402.03085695, 3.899368), '10028': (446544.37157508, 5888337.02837535, 3.88827803), '10012': (446447.80855692, 5888401.28492704, 3.99455059), '10014': (446457.17355991, 5888418.2967763, 3.99813279), '10031': (446524.19578805, 5888426.88020348, 3.96188557), '10015': (446438.43853398, 5888421.02978447, 4.08555445), '10032': (446537.17133085, 5888441.92566388, 3.82778208), '10030': (446543.68424935, 5888393.07464563, 3.67351933), '10029': (446557.42407743, 5888390.86396395, 3.64424485), '10034': (446601.18379891, 5888330.65992343, 3.83399355), '10045': (446655.25052689, 5888325.64565916, 3.81770744), '10049': (446671.37239362, 5888442.92175652, 4.09352126), '10047': (446661.71414851, 5888388.00254569, 3.69444907), '10046': (446654.22502381, 5888370.34803239, 3.63237155), '10048': (446663.87367086, 5888415.88371407, 3.88597442), '10057': (446725.75900289, 5888414.19356741, 3.86605588), '10055': (446723.50338507, 5888367.43120991, 3.55086797), '10054': (446720.45437591, 5888304.00266789, 3.80047102), '10058': (446744.28745686, 5888454.91764139, 3.96776215), '10056': (446737.89422085, 5888381.22992388, 3.5243809), '812': (446651.57221395, 5888365.88878185, 3.98640019), '816': (446650.26774496, 5888407.48908384, 3.98362044), 'FH3': (446659.80397104, 5888414.88818075, 4.69883465), '666': (446718.29752366, 5888330.83885319, 3.87855841), 'FH11': (446613.73024875, 5888369.89189829, 4.05243373), 'FH14': (446613.24831717, 5888369.35454897, 4.10655972), 'FH4': (446638.16260869, 5888466.57388206, 4.71717881), 'FH13': (446401.19595181, 5888437.26482617, 4.53602344), 'FH15': (446521.7361623, 5888462.81322395, 4.72174159), '0645': (396176.37400941, 5898983.77631177, 25.02055327), '0656': (446638.03675022, 5888402.34312155, 28.63813276), '0995': (487705.36179295, 5880834.40715803, 32.6360198), '1675': (462469.68757631, 5861557.08571795, 32.2713287), 'ESTE': (404322.1400445, 5868460.70512673, 29.62927741), 'GNA2': (501255.69029042, 5912256.2913675, 18.32765604)}\n" + ] + } + ], + "execution_count": 34 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T19:17:22.228747Z", + "start_time": "2026-02-05T19:17:22.209522Z" + } + }, "cell_type": "code", "source": [ "# 1. Wir nutzen dein existierendes 'dict_koordinaten'\n", @@ -923,33 +60995,47 @@ "# Für die UTM-Koordinaten\n", "df_utm_final.index.name = 'Punktnummer'" ], - "id": "343b70a659e335f8", + "id": "f44e8e8200728203", "outputs": [], - "execution_count": null + "execution_count": 35 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T21:03:43.081921Z", + "start_time": "2026-02-05T21:03:32.575395Z" + } + }, "cell_type": "code", "source": [ "importlib.reload(Export)\n", - "# Zelle XX: Erzeugung eines Protokolls der hybriden Netzausgleichung\n", + "# Zelle 30: Erzeugung eines Protokolls der hybriden Netzausgleichung\n", "\n", - "# Input (später: an den Anfang des Notebooks schieben)\n", + "# Eingaben des Bearbeiters\n", "bearbeiter = input(\"Bearbeiter: \")\n", "projekt = input(\"Projektname: \")\n", "\n", "metadaten = {\n", " \"bearbeiter\": bearbeiter,\n", " \"projekt\": projekt,\n", - " \"datum\": datetime.now().strftime(\"%d.%m.%Y\")\n", + " \"datum\": datetime.now().strftime(\"%d.%m.%Y\"),\n", + " \"koordinatenreferenzsystem\": koordinatenreferenzsystem,\n", + " \"datumsfestlegung\": datumfestlegung\n", "}\n", "\n", "\n", "ergebnisse = {\n", " \"df_globaltest\": globaltest,\n", " \"df_redundanz\": Redundanzanteile,\n", + " \"df_lokaltest\": lokaltest_ergebnisse,\n", + " \"df_vks\": df_vks,\n", + " \"df_aeussere_zuver\": aeussere_zuver,\n", + " \"df_punktfehler\": Helmertscher_Punktfehler,\n", " \"df_ellipsen\": Standardellipse,\n", " \"df_konfidenzellipsen\": Konfidenzellipse,\n", + " \"df_konfidenzellipsen_enu\": Konfidenzellipse_ENU,\n", + " \"netzplot_gesamt\": r\"Netzqualitaet\\netzplot_ellipsen_volle_ausdehnung.png\",\n", + " \"netzplot_zoom\": r\"Netzqualitaet\\netzplot_ellipsen_zoom_ansicht.png\",\n", " \"df_koordinaten_geozentrisch_kartesisch\": df_x_final,\n", " \"df_koordinaten_utm\": df_utm_final\n", "\n", @@ -957,17 +61043,38 @@ "\n", "Export.Export.speichere_html_protokoll(metadaten, ergebnisse)" ], - "id": "23aa13721f563c90", - "outputs": [], - "execution_count": null + "id": "9322606534ef6546", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "✅ Protokoll wurde gespeichert unter: C:\\Users\\miche\\PycharmProjects\\Masterprojekt_V3\\Protokolle\\Protokoll_Campusnetz.html\n" + ] + } + ], + "execution_count": 61 }, { - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-02-05T18:47:14.765842800Z", + "start_time": "2026-02-05T17:20:48.134208Z" + } + }, "cell_type": "code", + "source": [ + "# Export der ausgeglichenen Koordinaten\n", + "\n", + "# Ausgabe der Koordinaten in geozentrisch kartesischen System\n", + "df_x_final.to_csv(r\"Endergebnisse\\Koordinate_geozentrisch_kartesisch.csv\", index=True)\n", + "\n", + "# Ausgabe der Koordinaten in UTM\n", + "df_utm_final.to_csv(r\"Endergebnisse\\Koordinate_utm.csv\", index=True)" + ], + "id": "a7ebf29bd6b6cd6e", "outputs": [], - "execution_count": null, - "source": "", - "id": "8525da086619229b" + "execution_count": 34 } ], "metadata": { diff --git a/Berechnungen.py b/Berechnungen.py index b4b8444..1dc83e3 100644 --- a/Berechnungen.py +++ b/Berechnungen.py @@ -405,9 +405,10 @@ class ENU: :rtype: tuple[float, float] """ XYZ = np.array(list(dict_xyz.values()), dtype=float) - X0, Y0, Z0 = XYZ.mean(axis=0) - B0 = float(berechnungen.B(X0, Y0, Z0)) - L0 = float(berechnungen.L(X0, Y0)) + mittelwerte = XYZ.mean(axis=0) + X0, Y0, Z0 = mittelwerte[0], mittelwerte[1], mittelwerte[2] + B0 = float(np.asarray(berechnungen.B(X0, Y0, Z0)).item()) + L0 = float(np.asarray(berechnungen.L(X0, Y0)).item()) return B0, L0 diff --git a/Export.py b/Export.py index 2e26159..0007134 100644 --- a/Export.py +++ b/Export.py @@ -2,6 +2,7 @@ import csv from datetime import datetime import numpy as np import os +import pandas as pd import sympy as sp import webbrowser @@ -78,6 +79,19 @@ class Export: :return: None :rtype: None """ + + for key in ergebnisse: + wert = ergebnisse[key] + + if isinstance(wert, tuple): + if len(wert) > 0 and isinstance(wert[0], pd.DataFrame): + ergebnisse[key] = wert[0] + else: + ergebnisse[key] = pd.DataFrame(list(wert)) + + elif isinstance(wert, dict): + ergebnisse[key] = pd.DataFrame([wert]) + # Pfad für den Ordner erstellen ordner = "Protokolle" if not os.path.exists(ordner): @@ -97,6 +111,19 @@ class Export: h1 {{ color: #2c3e50; border-bottom: 2px solid #2c3e50; }} h3 {{ color: #2980b9; margin-top: 30px; }} .metadata {{ background: #f9f9f9; padding: 15px; border-radius: 5px; border-left: 5px solid #2980b9; }} + + /* Styling für das Inhaltsverzeichnis */ + .toc {{ background: #fff; border: 1px solid #ddd; padding: 15px; border-radius: 5px; display: inline-block; min-width: 300px; }} + .toc ul {{ list-style: none; padding-left: 0; }} + .toc li {{ margin: 5px 0; }} + .toc a {{ text-decoration: none; color: #2980b9; font-weight: bold; }} + .toc a:hover {{ text-decoration: underline; }} + + /* Styling für Bilder */ + .plot-container {{ margin-top: 20px; text-align: center; background: #fff; padding: 10px; border: 1px solid #ddd; }} + .plot-img {{ width: 100%; max-width: 1000px; height: auto; border: 1px solid #eee; }} + .plot-caption {{ font-style: italic; color: #666; margin-top: 5px; }} + table {{ border-collapse: collapse; width: 100%; margin-top: 10px; }} th, td {{ text-align: left; padding: 8px; border-bottom: 1px solid #ddd; }} tr:nth-child(even) {{ background-color: #f2f2f2; }} @@ -112,13 +139,95 @@ class Export:

Bearbeiter: {metadaten['bearbeiter']}

Datum: {metadaten['datum']}

Ausgleichungsmodus: Methode der kleinsten Quadrate (L2-Norm)

+

Koordinatenreferenzsystem: {metadaten['koordinatenreferenzsystem']}

+

Datumsfestlegung: {metadaten['datumsfestlegung']}

+

Dimension: 3D

+ + +
+ Inhaltsverzeichnis + +
+ +

1. Globaltest

+ {ergebnisse['df_globaltest'].to_html(index=False)} + +

2. Redundanzanteile

+ {ergebnisse['df_redundanz'].to_html(index=False)} + +

3. Lokaltest

+ {ergebnisse['df_lokaltest'].to_html(index=False)} + +

4. Varianzkomponentenschätzung

+ {ergebnisse['df_vks'].to_html(index=False)} + +

5. Äussere Zuverlässigkeit

+ {ergebnisse['df_aeussere_zuver'].to_html(index=False)} + +

6. Standardabweichungen und Helmert'scher Punktfehler

+ {ergebnisse['df_punktfehler'].to_html(index=False)} + +

7. Standardellipsen

+ {ergebnisse['df_ellipsen'].to_html(index=False)} + +

8. Konfidenzellipsen

+ {ergebnisse['df_konfidenzellipsen'].to_html(index=False)} + +

9. Konfidenzellipsen im ENU-System

+ {ergebnisse['df_konfidenzellipsen_enu'].to_html(index=False)} + +

10. Plots: Konfidenzellipsen im ENU-System (Gesamtes Netz)

+
+

Gesamtnetz

+ Gesamtes Netz +

Netzplot im ENU-System mit Konfidenzellipsen - Gesamtes Netz

+
+ +

11. Plots: Konfidenzellipsen im ENU-System (Auschnitt)

+
+

Detailansicht (Zoom)

+ 2Netzplot im ENU-System mit Konfidenzellipsen - Gesamtes Netz +

Netzplot im ENU-System mit Konfidenzellipsen - Ausschnitt

+
+ +

12. Koordinaten Geozentrisch Kartesisch

+ {ergebnisse['df_koordinaten_geozentrisch_kartesisch'].to_html(index=True)} + +

13. Koordinaten UTM

+ {ergebnisse['df_koordinaten_utm'].to_html(index=True)}

1. Globaltest

{ergebnisse['df_globaltest'].to_html(index=False)}

2. Redundanzanteile

{ergebnisse['df_redundanz'].to_html(index=False)} + +

2. Lokaltest (data snooping)

+ {ergebnisse['df_lokaltest'].to_html(index=False)} + +

2. Varianzkomponentenschätzung

+ {ergebnisse['df_vks'].to_html(index=False)} + +

2. Äussere Zuverlässigkeit

+ {ergebnisse['df_aeussere_zuver'].to_html(index=False)} + +

2. Standardabweichungen und Helmert'scher Punktfehler

+ {ergebnisse['df_punktfehler'].to_html(index=False)}

3. Standardellipsen

{ergebnisse['df_ellipsen'].to_html(index=False)} @@ -126,6 +235,9 @@ class Export:

3. Konfidenzellipsen

{ergebnisse['df_konfidenzellipsen'].to_html(index=False)} +

3. Konfidenzellipsen im ENU-System

+ {ergebnisse['df_konfidenzellipsen_enu'].to_html(index=False)} +

3. Koordinaten Geozentrisch Kartesisch

{ergebnisse['df_koordinaten_geozentrisch_kartesisch'].to_html(index=True)} diff --git a/Import.py b/Import.py index 9456f43..c514b13 100644 --- a/Import.py +++ b/Import.py @@ -103,7 +103,7 @@ class Import: # Abbruch des Imports und Ausgabe einer Fehlermeldung, wenn ein Punkt doppelt in der Importdatei vorhanden ist. if row[0] in liste_punktnummern_vorher: Import_abbrechen = True - print(f"Der Import wurde abgebrochen, weil in der Datei {pfad_datei} Punktnummern doppelt vorhanden sind. Bitte in der Datei ändern und Import wiederholen.") + print(f"❌ Der Import wurde abgebrochen, weil in der Datei {pfad_datei} Punktnummern doppelt vorhanden sind. Bitte in der Datei ändern und Import wiederholen.") break liste_punktnummern_vorher.append(row[0]) @@ -111,7 +111,7 @@ class Import: # Abbruch des Imports und Ausgabe einer Fehlermeldung, wenn mindestens eine Punktnummer aus der Importdatei bereits in der Tabelle Netzpunkte vorhanden ist. if row[0] in liste_punktnummern_db: Import_abbrechen = True - print(f"Der Import wurde abgebrochen, weil mindestens ein Teil der Punktnummern aus der Datei {pfad_datei} bereits in der Datenbank vorhanden ist. Bitte in der Datei ändern und Import wiederholen.") + print(f"❌ Der Import wurde abgebrochen, weil mindestens ein Teil der Punktnummern aus der Datei {pfad_datei} bereits in der Datenbank vorhanden ist. Bitte in der Datei ändern und Import wiederholen.") break liste_punktnummern_vorher_db.append(row[0]) @@ -130,7 +130,7 @@ class Import: con.commit() cursor.close() con.close() - print("Der Import der Näherungskoordinaten wurde erfolgreich abgeschlossen") + print("✅ Der Import der Näherungskoordinaten wurde erfolgreich abgeschlossen") def ist_rundung_von_jxl(self, wert_csv: str, wert_jxl: str) -> bool: """Prüft, ob ein CSV-Wert eine Rundung eines JXL-Wertes (mit mehr Nachkommastellen) ist. @@ -431,7 +431,7 @@ class Import: if zaehler >= len(liste_records): Import_fortsetzen = False print( - f"Der Vorgang wurde abgebrochen: Standpunkt {standpunkt} kommt in der CSV öfter vor als in der JXL.") + f"❌ Der Vorgang wurde abgebrochen: Standpunkt {standpunkt} kommt in der CSV öfter vor als in der JXL.") break station_id, ih = liste_records[zaehler] @@ -545,7 +545,7 @@ class Import: writer.writerow(row) if Import_fortsetzen: - print(f"Korrektur erfolgreich abgeschlossen. Ausgabe: {pfad_datei_csv_out}") + print(f"✅ Korrektur erfolgreich abgeschlossen. Ausgabe: {pfad_datei_csv_out}") print(f"Ersetzungen in der CSV-Datei (Rundung -> JXL volle Nachkommastellen): {dict_ersetzungen}") # Ausgabe der Zeilennummern in der JXL-Datei ohne Instrumentenhöhe @@ -566,7 +566,7 @@ class Import: print(f"Anzahl: {len(liste_zeilen_standpunkt_nicht_in_jxl)}") print(liste_zeilen_standpunkt_nicht_in_jxl) else: - print("Die Korrektur der CSV-Datei wurde abgebrochen.") + print("❌ Die Korrektur der CSV-Datei wurde abgebrochen.") return { "Import_fortsetzen": Import_fortsetzen, @@ -716,7 +716,7 @@ class Import: if liste_fehlerhafte_zeile != []: fehler_zeilen = ", ".join(map(str, liste_fehlerhafte_zeile)) print( - f"Das Einlesen der Datei {pfad_datei} wurde abgebrochen.\n" + f"❌ Das Einlesen der Datei {pfad_datei} wurde abgebrochen.\n" f"Bitte bearbeiten Sie die Zeilen rund um: {fehler_zeilen} in der csv-Datei " f"und wiederholen Sie den Import." ) @@ -724,7 +724,7 @@ class Import: else: print( - f"Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") + f"❌ Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") if Import_fortsetzen: liste_beobachtungen_import = [] @@ -756,13 +756,13 @@ class Import: prismenhoehe = liste_aktueller_zielpunkt[8] else: Import_fortsetzen = False - print(f"Der Import wurde abgebrochen, weil für zwei Halbsätze vom Standpunkt {liste_aktueller_zielpunkt[3]} zum Zielpunkt {aktueller_zielpunkt} unterschiedliche Prismenhöhen vorliegen. Bitte in der Datei {pfad_datei} korrigieren und Import neustarten.") + print(f"❌ Der Import wurde abgebrochen, weil für zwei Halbsätze vom Standpunkt {liste_aktueller_zielpunkt[3]} zum Zielpunkt {aktueller_zielpunkt} unterschiedliche Prismenhöhen vorliegen. Bitte in der Datei {pfad_datei} korrigieren und Import neustarten.") if liste_aktueller_zielpunkt[9] == liste[9]: instrumentenhoehe_import = liste_aktueller_zielpunkt[9] else: Import_fortsetzen = False - print(f"Der Import wurde abgebrochen, weil für zwei Halbsätze vom Standpunkt {liste_aktueller_zielpunkt[3]} zum Zielpunkt {aktueller_zielpunkt} unterschiedliche Instrumentenhöhen vorliegen. Bitte in der Datei {pfad_datei} korrigieren und Import neustarten.") + print(f"❌ Der Import wurde abgebrochen, weil für zwei Halbsätze vom Standpunkt {liste_aktueller_zielpunkt[3]} zum Zielpunkt {aktueller_zielpunkt} unterschiedliche Instrumentenhöhen vorliegen. Bitte in der Datei {pfad_datei} korrigieren und Import neustarten.") # Umrechnen der Zenitwinkel und Schrägdistanzen auf den Boden unter Verwendung der Instrumenten- und Prismenhöhen schraegdistanz_bodenbezogen, zenitwinkel_bodenbezogen = self.berechnungen.berechne_zenitwinkel_distanz_bodenbezogen( @@ -779,7 +779,7 @@ class Import: if instrumentenID not in liste_instrumentenid: Import_fortsetzen = False print( - "Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") + "❌ Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") # Berechnete bodenbezogene Beobachtungen, welche jeweils auf den Vollsatz reduziert sind, in die Tabelle Beobachtungen importieren. if Import_fortsetzen: @@ -794,7 +794,7 @@ class Import: con.commit() cursor.close() con.close() - print(f"Der Import der Datei {pfad_datei} wurde erfolgreich abgeschlossen.") + print(f"✅ Der Import der Datei {pfad_datei} wurde erfolgreich abgeschlossen.") def vorbereitung_import_beobachtungen_nivellement_naeherung_punkthoehen(self, pfad_datei: str, instrumentenID: int) -> None | tuple[None, None] | tuple[dict[Any, Any], list[Any]]: @@ -835,14 +835,14 @@ class Import: # Abbruch des Imports, wenn bereits Daten aus der Datei importiert wurden. if pfad_datei in liste_dateinamen_in_db: Import_fortsetzen = False - print(f"Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") + print(f"❌ Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") return None, None # Abbruch, wenn das Instrument noch nicht vom Benutzer angelegt wurde. if instrumentenID not in liste_instrumentenid: Import_fortsetzen = False print( - "Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") + "❌ Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") return None, None if Import_fortsetzen: @@ -917,7 +917,7 @@ class Import: if dict_punkt_mittelwert_punkthoehen == None or liste_punktnummern_in_db == None or liste_punktnummern_hinzufuegen == None: Import_fortsetzen = False - print("Der Import der Nivellementbeobachtungen wurde abgebrochen.") + print("❌ Der Import der Nivellementbeobachtungen wurde abgebrochen.") return None con = sqlite3.connect(self.pfad_datenbank) @@ -993,13 +993,13 @@ class Import: # Import abbrechen, wenn bereits Daten aus der selben Datei importiert wurden if pfad_datei in liste_dateinamen_in_db: Import_fortsetzen = False - print(f"Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") + print(f"❌ Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") # Import abbrechen, wenn das Instrument noch nicht vom Benutzer angelegt wurde. if instrumentenID not in liste_instrumentenid: Import_fortsetzen = False print( - "Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") + "❌ Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") if Import_fortsetzen: # rvvr = Rück, Vor, Vor, Rück @@ -1171,10 +1171,10 @@ class Import: con.commit() cursor.close() con.close() - return f"Die Beobachtungen aus der Datei {pfad_datei} wurden erfolgreich importiert." + return f"✅ Die Beobachtungen aus der Datei {pfad_datei} wurden erfolgreich importiert." else: - print(f"Anzahl RVVR durch 4 teilbar. Bitte die Datei {pfad_datei} überprüfen! Der Import wurde abgebrochen.") + print(f"❌ Anzahl RVVR nicht durch 4 teilbar. Bitte die Datei {pfad_datei} überprüfen! Der Import wurde abgebrochen.") Import_fortsetzen = False def import_koordinaten_gnss(self, pfad_datei: str, liste_sapos_stationen_genauigkeiten: list) -> str: @@ -1265,7 +1265,7 @@ class Import: if instrumentenID not in liste_instrumentenid: Import_fortsetzen = False print( - "Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") + "❌ Der Import wurde abgebrochen. Bitte eine gültige InstrumentenID eingeben. Bei Bedarf ist das Instrument neu anzulegen.") if Import_fortsetzen: liste_basilinien = [] @@ -1285,7 +1285,7 @@ class Import: else: print( - f"Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") + f"❌ Der Import wurde abgebrochen, weil die Beobachtungen aus der Datei {pfad_datei} bereits in der Datenbank vorhanden sind.") if Import_fortsetzen: con = sqlite3.connect(self.pfad_datenbank) @@ -1297,4 +1297,4 @@ class Import: con.commit() cursor.close() con.close() - print(f"Der Import der Datei {pfad_datei} wurde erfolgreich abgeschlossen.") \ No newline at end of file + print(f"✅ Der Import der Datei {pfad_datei} wurde erfolgreich abgeschlossen.") \ No newline at end of file diff --git a/Netzqualitaet_Genauigkeit.py b/Netzqualitaet_Genauigkeit.py index 90eacc8..b24dc28 100644 --- a/Netzqualitaet_Genauigkeit.py +++ b/Netzqualitaet_Genauigkeit.py @@ -23,7 +23,7 @@ class Genauigkeitsmaße: @staticmethod - def berechne_s0apost(v: np.ndarray, P: np.ndarray, r: int) -> float: + def berechne_s0apost(v: np.ndarray, P: np.ndarray, r: int, print_ausgabe = True) -> float: """ Berechnet die a-posteriori Standardabweichung der Gewichtseinheit s₀. @@ -44,7 +44,8 @@ class Genauigkeitsmaße: vTPv_matrix = v.T @ P @ v vTPv = vTPv_matrix.item() s0apost = np.sqrt(vTPv / r) - print(f"s0 a posteriori beträgt: {s0apost:.4f}") + if print_ausgabe: + print(f"s0 a posteriori beträgt: {s0apost:.4f}") return s0apost @@ -109,7 +110,7 @@ class Genauigkeitsmaße: helmert_punktfehler = pd.DataFrame(daten, columns=["Punkt", "σx", "σy", "σz", f"σP_{dim}D"]) display(HTML(helmert_punktfehler.to_html(index=False))) - helmert_punktfehler.to_excel(r"Zwischenergebnisse\Standardabweichungen_Helmertscher_Punktfehler.xlsx",index=False) + helmert_punktfehler.to_excel(r"Netzqualitaet\Standardabweichungen_Helmertscher_Punktfehler.xlsx",index=False) return helmert_punktfehler @@ -204,7 +205,7 @@ class Genauigkeitsmaße: standardellipse["Kleine Halbachse [m]"] = standardellipse["Kleine Halbachse [m]"].astype(float).round(4) standardellipse["θ [gon]"] = standardellipse["θ [gon]"].astype(float).round(3) display(HTML(standardellipse.to_html(index=False))) - standardellipse.to_excel(r"Zwischenergebnisse\Standardellipse.xlsx", index=False) + standardellipse.to_excel(r"Netzqualitaet\Standardellipse.xlsx", index=False) return standardellipse @@ -313,7 +314,7 @@ class Genauigkeitsmaße: konfidenzellipse["θ [gon]"] = konfidenzellipse["θ [gon]"].round(3) if ausgabe_erfolgt == False: display(HTML(konfidenzellipse.to_html(index=False))) - konfidenzellipse.to_excel(r"Zwischenergebnisse\Konfidenzellipse.xlsx", index=False) + konfidenzellipse.to_excel(r"Netzqualitaet\Konfidenzellipse.xlsx", index=False) return konfidenzellipse, alpha @@ -388,7 +389,7 @@ class Genauigkeitsmaße: display(HTML(Konfidenzellipse_ENU.to_html(index=False))) # 5) Export - Konfidenzellipse_ENU.to_excel(r"Zwischenergebnisse\Konfidenzellipse_ENU.xlsx", index=False) + Konfidenzellipse_ENU.to_excel(r"Netzqualitaet\Konfidenzellipse_ENU.xlsx", index=False) return Konfidenzellipse_ENU, R0 @@ -560,5 +561,20 @@ class Plot: align='left', showarrow=False, xref='paper', yref='paper', x=0.02, y=0.05, bgcolor="white", bordercolor="black", borderwidth=1 ) + fig.write_image(r"Netzqualitaet\netzplot_ellipsen_volle_ausdehnung.png") + return fig - fig.show(config={'scrollZoom': True}) \ No newline at end of file + + def plot_speichere_aktuelle_ansicht(plot, dateiname=r"Netzqualitaet\netzplot_ellipsen_zoom_ansicht.png"): + + aktuelles_layout = plot.layout + export_plot = go.Figure(plot.data, layout=aktuelles_layout) + export_plot.write_image(dateiname, scale=2) + print(f"✅ Aktuelle Ansicht wurde erfolgreich gespeichert: {dateiname}") + x_bereich = aktuelles_layout.xaxis.range + y_bereich = aktuelles_layout.yaxis.range + if x_bereich and y_bereich: + print( + f"Ausschnitt: E[{x_bereich[0]:.2f} bis {x_bereich[1]:.2f}], N[{y_bereich[0]:.2f} bis {y_bereich[1]:.2f}]") + else: + print("Hinweis: Es wurde die Standardansicht (kein Zoom) gespeichert.") \ No newline at end of file diff --git a/Netzqualitaet_Zuverlaessigkeit.py b/Netzqualitaet_Zuverlaessigkeit.py index e35a6f9..902b569 100644 --- a/Netzqualitaet_Zuverlaessigkeit.py +++ b/Netzqualitaet_Zuverlaessigkeit.py @@ -124,7 +124,7 @@ class Zuverlaessigkeit: klassen = [Zuverlaessigkeit.klassifiziere_ri(r) for r in ri] Redundanzanteile = pd.DataFrame({"Beobachtung": labels, "r_i": ri, "EV_i [%]": EVi, "Klassifikation": klassen, }) display(HTML(Redundanzanteile.to_html(index=False))) - Redundanzanteile.to_excel(r"Zwischenergebnisse\Redundanzanteile.xlsx", index=False) + Redundanzanteile.to_excel(r"Netzqualitaet\Redundanzanteile.xlsx", index=False) return R, ri, EVi, Redundanzanteile @@ -211,11 +211,11 @@ class Zuverlaessigkeit: und der Grenzwert als NaN gesetzt. :param v: Residuenvektor der Beobachtungen. - :type v: array_like + :type v: np.asarray :param Q_vv: Kofaktor-Matrix der Residuen. - :type Q_vv: array_like + :type Q_vv: np.asarray :param ri: Redundanzanteile der Beobachtungen. - :type ri: array_like + :type ri: np.asarray :param labels: Liste der Beobachtungen zur Zuordnung in der Ergebnistabelle. :type labels: list :param s0_apost: a-posteriori Standardabweichung der Gewichtseinheit s₀. @@ -340,7 +340,7 @@ class Zuverlaessigkeit: gui.ausgabe_erstellen() gui.zeige_tabelle() - Lokaltest.to_excel(r"Zwischenergebnisse\Lokaltest_innere_Zuverlaessugkeit.xlsx", index=False) + Lokaltest.to_excel(r"Netzqualitaet\Lokaltest_innere_Zuverlaessugkeit.xlsx", index=False) return gui.ausschalten_dict, beta @@ -563,8 +563,11 @@ class Zuverlaessigkeit: "SP_3D [mm]": SP_m * 1000.0, "EF*SP_3D [mm]": EF_SP_m * 1000.0, }) + display(HTML(aeussere_zuverlaessigkeit.to_html(index=False))) + aeussere_zuverlaessigkeit.to_excel(r"Netzqualitaet\Aeussere_Zuverlaessigkeit.xlsx", index=False) return aeussere_zuverlaessigkeit + class LokaltestInnereZuverlaessigkeitGUI: """Interaktive Auswahloberfläche für den Lokaltest (innere Zuverlässigkeit). diff --git a/Proben.py b/Proben.py index e889aa6..cba34db 100644 --- a/Proben.py +++ b/Proben.py @@ -8,11 +8,11 @@ def atpv_probe(A, P, v, tol=1e-7): Die Prüfung erfolgt unter Verwendung einer vorgegebenen Toleranz. :param A: Jacobi-Matrix (A-Matrix). - :type A: array_like + :type A: np.asarray :param P: Gewichtsmatrix der Beobachtungen. - :type P: array_like + :type P: np.asarray :param v: Residuenvektor der Beobachtungen. - :type v: array_like + :type v: np.asarray :param tol: Absolute Toleranz für den Vergleich mit Null. :type tol: float :return: None @@ -25,9 +25,9 @@ def atpv_probe(A, P, v, tol=1e-7): ATPV = A.T @ P @ v if np.allclose(ATPV, 0, atol=tol): - print("ATPv-Probe erfolgreich") + print("✅ ATPv-Probe erfolgreich") else: - print("ATPv-Probe nicht erfolgreich. Fehler bei der Lösung des Normalgleichungssystems") + print("❌ ATPv-Probe nicht erfolgreich. Fehler bei der Lösung des Normalgleichungssystems") def hauptprobe(A, x, l, v, tol=1e-7): @@ -40,13 +40,13 @@ def hauptprobe(A, x, l, v, tol=1e-7): innerhalb der Toleranz überein, gilt die Ausgleichung als konsistent. :param A: Jacobi-Matrix (A-Matrix). - :type A: array_like + :type A: np.asarray :param x: Lösungsvektor der Unbekannten. - :type x: array_like + :type x: np.asarray :param l: Beobachtungsvektor. - :type l: array_like + :type l: np.asarray :param v: Residuenvektor aus der Ausgleichung. - :type v: array_like + :type v: np.asarray :param tol: Absolute Toleranz für den Vergleich der Residuen. :type tol: float :return: None @@ -60,7 +60,7 @@ def hauptprobe(A, x, l, v, tol=1e-7): v_test = A @ x - l if np.allclose(v, v_test, atol=tol): - print("Hauptprobe erfolgreich") + print("✅ Hauptprobe erfolgreich") else: diff = v - v_test - print("Hauptprobe nicht erfolgreich. Abweichung zu v: ", diff) \ No newline at end of file + print("❌ Hauptprobe nicht erfolgreich. Abweichung zu v: ", diff) \ No newline at end of file diff --git a/Varianzkomponentenschaetzung.py b/Varianzkomponentenschaetzung.py index 704d745..b3baf81 100644 --- a/Varianzkomponentenschaetzung.py +++ b/Varianzkomponentenschaetzung.py @@ -41,7 +41,7 @@ class VKS: self.db_zugriff = Datenbank.Datenbankzugriff(self.pfad_datenbank) - def varianzkomponten_berechnen(self, Jacobimatrix_symbolisch_liste_beobachtungsvektor: list, res: dict, R: np.ndarray) -> None: + def varianzkomponten_berechnen(self, Jacobimatrix_symbolisch_liste_beobachtungsvektor: list, res: dict, R: np.ndarray) -> pd.DataFrame: """Berechnet a-posteriori Varianzen und a-posteriori Standardabweichungen je Beobachtungsgruppe. Teilt die Residuen v, die Gewichtsmatrix P sowie die Redundanzmatrix R gemäß der in @@ -57,10 +57,12 @@ class VKS: :type res: dict :param R: Redundanzmatrix (z. B. aus R = Q_vv @ P oder äquivalent), passend zu v/P dimensioniert. :type R: np.ndarray - :return: None - :rtype: None + :return: DataFrame mit den Spalten 'Beobachtungsgruppe', 'Standardabweichung', 'Varianz' + :rtype: pd.DataFrame """ + liste_ergebnisse = [] + # Zeilen- und Spaltennummern der jeweiligen Beobachtungsgruppe, z.B. SD für Schrägdistanz ermitteln dict_indizes_beobachtungsgruppen = Datumsfestlegung.Datumsfestlegung.indizes_beobachtungsvektor_nach_beobachtungsgruppe( Jacobimatrix_symbolisch_liste_beobachtungsvektor) @@ -76,10 +78,10 @@ class VKS: aufgeteilt_P_SD = res["P"][z_start: z_ende + 1, s_start: s_ende + 1] aufgeteilt_R_SD = R[z_start: z_ende + 1, s_start: s_ende + 1] ri_SD = sum(np.diag(aufgeteilt_R_SD)) - s0_aposteriori_SD = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_SD, aufgeteilt_P_SD, ri_SD) - print(f"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_SD:.4f}") - print( - f"Varianz aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_SD ** 2:.4f}") + s0_aposteriori_SD = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_SD, aufgeteilt_P_SD, ri_SD, False) + liste_ergebnisse.append( + {"Beobachtungsgruppe": beobachtungsgruppe, "Standardabweichung a posteriori": s0_aposteriori_SD, + "Varianz a posteriori": s0_aposteriori_SD ** 2}) # R = Tachymeter Richtungsbeobachtungen if beobachtungsgruppe == "R": @@ -87,10 +89,10 @@ class VKS: aufgeteilt_P_R = res["P"][z_start: z_ende + 1, s_start: s_ende + 1] aufgeteilt_R_R = R[z_start: z_ende + 1, s_start: s_ende + 1] ri_R = sum(np.diag(aufgeteilt_R_R)) - s0_aposteriori_R = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_R, aufgeteilt_P_R, ri_R) - print(f"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_R:.4f}") - print( - f"Varianz aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_R ** 2:.4f}") + s0_aposteriori_R = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_R, aufgeteilt_P_R, ri_R, False) + liste_ergebnisse.append( + {"Beobachtungsgruppe": beobachtungsgruppe, "Standardabweichung a posteriori": s0_aposteriori_R, + "Varianz a posteriori": s0_aposteriori_R ** 2}) # ZW = Tachymeter Zenitwinkelbeobachtung if beobachtungsgruppe == "ZW": @@ -98,10 +100,10 @@ class VKS: aufgeteilt_P_ZW = res["P"][z_start: z_ende + 1, s_start: s_ende + 1] aufgeteilt_R_ZW = R[z_start: z_ende + 1, s_start: s_ende + 1] ri_ZW = sum(np.diag(aufgeteilt_R_ZW)) - s0_aposteriori_ZW = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_ZW, aufgeteilt_P_ZW, ri_ZW) - print(f"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_ZW:.4f}") - print( - f"Varianz aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_ZW ** 2:.4f}") + s0_aposteriori_ZW = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_ZW, aufgeteilt_P_ZW, ri_ZW, False) + liste_ergebnisse.append( + {"Beobachtungsgruppe": beobachtungsgruppe, "Standardabweichung a posteriori": s0_aposteriori_ZW, + "Varianz a posteriori": s0_aposteriori_ZW ** 2}) # GNSS = GNSS-Basisilinien if beobachtungsgruppe == "gnss": @@ -109,10 +111,10 @@ class VKS: aufgeteilt_P_gnss = res["P"][z_start: z_ende + 1, s_start: s_ende + 1] aufgeteilt_R_gnss = R[z_start: z_ende + 1, s_start: s_ende + 1] ri_gnss = sum(np.diag(aufgeteilt_R_gnss)) - s0_aposteriori_gnss = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_gnss, aufgeteilt_P_gnss, ri_gnss) - print(f"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_gnss:.4f}") - print( - f"Varianz aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_gnss ** 2:.4f}") + s0_aposteriori_gnss = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_gnss, aufgeteilt_P_gnss, ri_gnss, False) + liste_ergebnisse.append( + {"Beobachtungsgruppe": beobachtungsgruppe, "Standardabweichung a posteriori": s0_aposteriori_gnss, + "Varianz a posteriori": s0_aposteriori_gnss ** 2}) # niv = geometrisches Nivellement if beobachtungsgruppe == "niv": @@ -120,10 +122,10 @@ class VKS: aufgeteilt_P_niv = res["P"][z_start: z_ende + 1, s_start: s_ende + 1] aufgeteilt_R_niv = R[z_start: z_ende + 1, s_start: s_ende + 1] ri_niv = sum(np.diag(aufgeteilt_R_niv)) - s0_aposteriori_niv = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_niv, aufgeteilt_P_niv, ri_niv) - print(f"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_niv:.4f}") - print( - f"Varianz aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_niv ** 2:.4f}") + s0_aposteriori_niv = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_niv, aufgeteilt_P_niv, ri_niv, False) + liste_ergebnisse.append( + {"Beobachtungsgruppe": beobachtungsgruppe, "Standardabweichung a posteriori": s0_aposteriori_niv, + "Varianz a posteriori": s0_aposteriori_niv ** 2}) # lA = Anschlusspunkte für die weiche Lagerung if beobachtungsgruppe == "lA": @@ -131,10 +133,13 @@ class VKS: aufgeteilt_P_lA = res["P"][z_start: z_ende + 1, s_start: s_ende + 1] aufgeteilt_R_lA = R[z_start: z_ende + 1, s_start: s_ende + 1] ri_lA = sum(np.diag(aufgeteilt_R_lA)) - s0_aposteriori_lA = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_lA, aufgeteilt_P_lA, ri_lA) - print(f"s0 aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_lA:.4f}") - print( - f"Varianz aposteriori der Beobachtungsgruppe {beobachtungsgruppe} beträgt: {s0_aposteriori_lA ** 2:.4f}") + s0_aposteriori_lA = Genauigkeitsmaße.berechne_s0apost(aufgeteilt_v_lA, aufgeteilt_P_lA, ri_lA, False) + liste_ergebnisse.append( + {"Beobachtungsgruppe": beobachtungsgruppe, "Standardabweichung a posteriori": s0_aposteriori_lA, + "Varianz a posteriori": s0_aposteriori_lA ** 2}) + + df_varianzkomponenten = pd.DataFrame(liste_ergebnisse) + return df_varianzkomponenten def vks_ausfuehren(self) -> None: """Initialisiert die interaktive VKS-Eingabetabelle.